The hippocampal region is involved in successful recognition of both remote and recent famous faces

Size: px
Start display at page:

Download "The hippocampal region is involved in successful recognition of both remote and recent famous faces"

Transcription

1 The hippocampal region is involved in successful recognition of both remote and recent famous faces Frederic A. Bernard, a, * Edward T. Bullmore, a Kim S. Graham, b Sian A. Thompson, c John R. Hodges, b,c and Paul C. Fletcher a a Brain Mapping Unit and Wolfson Brain Imaging Centre, University of Cambridge, Addenbrooke s Hospital, Cambridge CB2 2QQ, UK b MRC Cognition and Brain Sciences Unit, Cambridge CB2 2EF, UK c Department of Clinical Neurosciences, Addenbrooke s Hospital, Cambridge CB2 2QQ, UK Received 23 December 2003; revised 16 March 2004; accepted 17 March NeuroImage 22 (2004) There is currently a debate regarding the precise role of medial temporal regions in memory, in particular regarding the time scale of their involvement in conscious recollection of information stored in long-term memory. Using event-related fmri, we have attempted to contribute to this debate by identifying brain regions associated with the successful recognition of famous faces from two different periods: Old faces of people who became famous in the 1960s 1970s and Recent faces of people who became famous in the 1990s. We demonstrate that the hippocampus is involved in the successful recognition of famous faces from both periods and does not appear to distinguish between these two periods. We also highlight a network of brain regions, including the left prefrontal cortex, the retrosplenial cortex, the temporo-parietal junction, the caudate and the right cerebellum, which is activated in association with successful recognition of famous faces. Finally, an analysis of the results obtained during a post hoc episodic recognition task shows the specific involvement of anterior hippocampus in the successful encoding of the unfamiliar faces, which were presented during the fame decision task, suggesting a functional distinction between anterior and posterior parts of the hippocampus, the former being specifically involved in successful episodic encoding and the latter being associated with successful retrieval of semantic information. D 2004 Elsevier Inc. All rights reserved. Keywords: Famous faces; Hippocampal region; Medial temporal lobe Introduction Understanding the specific contributions of medial temporal regions to long-term memory function remains a major challenge for cognitive neurosciences. For example, the question of whether the hippocampus plays a selective role in episodic * Corresponding author. Brain Mapping Unit, University of Cambridge, Department of Psychiatry, Addenbrooke s Hospital, Box 255, Cambridge CB2 2QQ, UK. Fax: address: fb245@cam.ac.uk (F.A. Bernard). Available online on ScienceDirect ( memory or a more general role in both episodic and semantic memory (together termed declarative memory) is unresolved. Tulving and Markowitsch (1998) have suggested that the hippocampal role is selective to episodic memory with little or no contribution to semantic memory. Squire and Zola (1998) contend that the hippocampal region (including the hippocampus and the adjacent cortical structures) is important for both episodic and semantic memory. Another unresolved question concerns the time scale of hippocampal involvement in conscious recollection of information stored in long-term memory. One view, the classic consolidation model (Squire, 1992), postulates a time-limited involvement of this region in both episodic and semantic memory (together embedded in declarative memory). Another view, which takes into account a finer distinction between episodic and semantic memory, favors a continuous or life-long involvement of the medial temporal regions in recollection of autobiographical episodic memories and a time-limited involvement of these regions in retrieval of semantic information (Nadel and Moscovitch, 1997). However, Cipolotti et al. (2001) have described an amnesic patient, with gross abnormalities in both hippocampi, who has a profound memory impairment for recent and remote famous faces (across four decades). So the apparent discrepancy between the results reported in lesion studies, particularly regarding the time scale of hippocampal involvement in retrieval of semantic information, may be ascribed to several possible factors, among which are the possible neuronal and cognitive reorganizations that may occur as compensatory processes following medial temporal lobe injury. Moreover, while lesion studies can reveal regions that are necessary to perform a task, they do not reveal the distributed brain systems that can be considered sufficient to perform it (Price et al., 1999); in this context, functional neuroimaging studies have a complementary role. As far as we know, only a single study has previously attempted to explore the role of the medial temporal regions in the recollection of semantic information with different levels of historical remoteness or recency. Haist et al. (2001), using a blocked presentation of stimuli with fmri, showed medial temporal activations only during recognition of famous faces from the 1990s, in comparison to rest. These results suggest /$ - see front matter D 2004 Elsevier Inc. All rights reserved. doi: /j.neuroimage

2 F.A. Bernard et al. / NeuroImage 22 (2004) that activity in medial temporal regions is historically graded because it was greater during recognition of famous faces from the 1990s relative to recognition of famous faces from more remote decades. However, in a block design, which has a greater sensitivity than an event-related design, the activity associated with a specific kind of event is not examined; instead, activity is averaged over many events. This makes it impossible to distinguish specific stimulus-related effects, e.g., the correctness of stimulus identification, from state-related changes in activity that are tonically maintained across a block of trials, e.g., related to the famousness of the faces (Otten et al., 2002; Rugg, 1998). Thus, transient event-related effects, related to correct identification of remote or recent faces, may be obscured. The purpose of the current study was to replicate and extend the results obtained by Haist et al. (2001) and to reduce ambiguity by using an event-related fmri paradigm. We were interested in determining the network of brain regions that are specifically activated during successful recognition of famous faces and in establishing, more precisely, the relationship of medial temporal activation to historical recency or remoteness of the famous faces, i.e., either greater activation for more recent faces or equivalent activation by faces from different epochs, by using faces from people who became famous during either the 1960s 1970s or the 1990s. We addressed this using a two-way factorial design in which both recent (or new ) and remote (or old ) famous and nonfamous faces were presented in the setting of a fame judgement task. The inclusion of the non-famous old condition enables us to establish that any temporal differences between famous old and famous recent faces relates to the longevity of the stored memory rather than to some incidental perceptual difference between modern and older faces. One further area explored in the current study concerns the incidental episodic encoding that would occur in association with face processing. Numerous studies have shown that activity in medial temporal regions was associated with episodic encoding (for reviews, see Lepage et al., 1998; Paller and Wagner, 2002; Schacter and Wagner, 1999). Therefore, as we expect an activation of these regions for the successful recognition of famous faces (Leveroni et al., 2000), it would be of particular interest to determine whether this activation reflects semantic retrieval per se and/or incidental episodic encoding. Thus, following scanning, recognition memory was tested for all of the faces presented during the fame judgement task. This enabled us to estimate the levels of incidental encoding associated with face presentation during scanning, and, furthermore, formed the basis for an analysis of regional activations predictive of subsequent memory for famous and nonfamous faces. Methods Subjects Twelve healthy, right-handed volunteers (9 female and 3 male) with a mean age of 58.7 F 6.2 years (FSD) were scanned. The study was approved by the Addenbrooke s NHS Trust Local Research Ethics Committee and written informed consent was obtained from all subjects. Experimental task The study used an event-related fmri design (Fig. 1). The stimuli consisted of 80 black and white pictures of adult faces. Half of the faces were of famous people. Half of the famous faces were of people who became famous in the 1960s 1970s (old famous faces) and the remaining half were faces of people who became famous in the 1990s (recent famous faces). A full list of the famous persons used in the test is given in Appendix A. Half of the pictures of non-famous faces were adjudged to look old and the remaining half looked recent. The subjects were scanned during a single run while viewing the 40 famous faces, the 40 unfamiliar faces, or a fixation cross (presented 40 times and considered as a baseline), in a randomized order. The stimuli were presented using DMDX (K.I. Forster and J.C. Forster, University of Arizona) on a screen placed comfortably within the subject s field of view. Each stimulus was shown for 4 s. Volunteers were instructed to press one of two possible buttons of a response box to indicate whether a face was famous or not, as well as for each presentation of the fixation cross (either button). Subjects rested the index and middle fingers of the right hand on the two response buttons. The assignment of the yes response to either the left or right button was alternated across participants. Incorrect answers were excluded from subsequent fmri analyses. Approximately 30 min after the fmri session, but without prior warning, subjects were asked to perform a recognition test. During this task, they were presented with the 40 famous and 40 nonfamous faces previously studied among an equal number of foils (40 new famous and 40 new non-famous faces). Subjects were instructed to press one of three possible keys of a keyboard to indicate whether they were recognizing a face with a highconfidence level, with a low-confidence level, or if a face was new. Following this task, subjects were presented again with the famous faces shown during the fame decision task and were asked to recall their name. If the subject was unable to recall the name corresponding to the face, three possible names were presented and a decision was required (33% correct by chance). The two alternative choices were names of famous individuals from the same period as the target face. fmri data collection Imaging data were collected at the Wolfson Brain Imaging Centre, University of Cambridge, using a Bruker Medspec (Ettlingen, Germany) scanner operating at 3 Tesla. T2*-weighted, echoplanar images, depicting BOLD contrast, were acquired in a single session (TE, 27.5 ms; TR = 1.6 s). Twenty-one 2D slices (4 mm thick; interslice gap, 1 mm; matrix size, ) were acquired at each of 306 time points. The first six EPI images were subsequently discarded to avoid T1 equilibration effects, leaving 300 3D data volumes per session. fmri data analysis Preprocessing steps comprised slice acquisition time correction, within-subject image realignment, spatial normalization and spatial smoothing using a Gaussian kernel (8-mm full-width at half-maximum). The time series was high-pass filtered (to a maximum of 1/120 Hz) to remove low-frequency noise. Events were designated as occurring at the presentation of the outcome

3 1706 F.A. Bernard et al. / NeuroImage 22 (2004) Fig. 1. Examples of the four types of faces used in the fame decision task: Famous Recent, Famous Old, Non-famous Recent, Non-famous Old. stimulus. Five event types were modeled: Famous Old, Famous Recent, Non-famous Old, Non-famous Recent and Incorrect Answers. The average hemodynamic response to each event type was modeled using a canonical, synthetic hemodynamic response function (HRF) (Friston et al., 1998). All data analysis was done using statistical parametric mapping in the SPM99 program (Wellcome Department of Cognitive Neurology, London, UK). Parameter estimates for each condition were determined using planned contrasts. The linear combinations of parameter estimates for each contrast were stored as separate images for each subject. These contrast images were entered into a one-sample t test, to permit inferences about condition effects across subjects that generalize to the population (i.e., a random effects analysis). These contrasts produced statistical parametric maps (SPMs) of the t statistics at each voxel. Contrasts were thresholded with a P value corresponding to 5% false discovery rate (FDR) to control for multiple comparisons (Genovese et al., 2002). Only activations involving contiguous clusters of at least 15 voxels were interpreted. The locations of maxima of suprathreshold regions were labeled using the nomenclature of Talairach and Tournoux (1988) and anatomical designations of Brodmann (1909). Results Behavioral data Fig. 2A presents the overall accuracy for recognition of famous faces and rejection of non-famous faces. Subjects correctly recognized 80.4% of the old famous faces and 69.6% of the recent famous faces; percentage correct rejection of non-famous faces was 91.7% for both old and new nonfamous faces. Subjects were significantly more accurate at rejecting non-famous faces than recognizing famous faces [ F(1,11) = 9.51, P = 0.01], but their reaction time (RT) for rejecting a non-famous face was significantly slower than for recognizing famous faces [ F(1,11) = 12.48, P = 0.005]. Analysis of RTs also yielded a fame by recency interaction [ F(1,11) = 14.15, P = 0.003] (see Fig. 2B). Performance data for the test of subsequent recognition memory, for those faces that had been correctly judged as famous or non-famous, are displayed in Fig. 3. Mean percent name recall and recognition scores regarding the famous faces recognized during the scanning test were 71.56% and 98.16%, respectively. For non-famous faces only, there was a significant relationship between subsequent memory outcome and encoding

4 F.A. Bernard et al. / NeuroImage 22 (2004) the fusiform face area), the medial temporal regions, the anterior cingulate cortex, the cerebellum, and frontal regions (especially the inferior and medial frontal gyri; see Fig. 4). These activations, mainly bilateral, were more widespread and generally associated with higher t scores for Famous than for Non-famous faces. The effect of Famous faces [Famous faces Baseline] was associated with additional activations in the medial parietooccipital region (cuneus/precuneus), the posterior cingulate, and middle and anterior frontal regions; whereas the effect of Nonfamous faces [Non-famous faces Baseline] highlighted an additional activation in the left postcentral. Effects of fame The comparison between Famous and Non-famous face processing [Famous Non-famous] yielded significant activations in a network of brain regions including the caudate, the thalamus, the left frontal cortex (in middle and inferior frontal gyri), the right cerebellum, the temporo-parietal junction (mainly lateralized on the left), the precuneus, the posterior cingulate, and the medial temporal regions (Fig. 5). The reverse comparison [Non-famous Famous] did not reveal any significant regions of activation. Effects of recency No effects of recency [Recent Old] were significant at the pre-set threshold (FDR, P < 0.05) for either the Famous or the Non-famous faces. To enhance the sensitivity of these contrasts, without producing an unacceptable level of Type I error, we adopted a region-of-interest approach using small volume correction for Gaussian random field theory to control the family-wise Type I error at P < Six regions of interest (each 5-mm radius) were designed bilaterally in anterior hip- Fig. 2. (A) Percentage of correct recognition of Famous Old (FO) and Famous Recent (FR) faces and correct rejection of Non-famous Old (NFO) and Non-famous Recent (NFR) faces. (B) Mean of reaction times to faces. Error bars indicate SEM. response latency [ F(1, 95) = 8.191, P = 0.005]; that is, RTs were significantly longer for the fame decision on non-famous faces later remembered with high confidence (1265 ms) than for the decision on non-famous faces that were later forgotten (1085 ms). Imaging data Face processing The fmri results are summarized in Table 1 and Figs The main effects of Non-famous [Non-famous faces Baseline] and Famous faces [Famous faces Baseline] both revealed significant activations in the occipito-temporal regions (including Fig. 3. Percentage of Famous faces recognized with a High (FH) or Low (FL) confidence level or Forgotten (FF), and percentage of Non-famous faces recognized with a High (NFH) or Low (NFL) confidence level or Forgotten (NFF). Black bars indicate percentage of False Alarms for Famous (FHFA) and Non-famous (NFHFA) foils recognized with a high confidence level. Error bars indicate SEM.

5 1708 F.A. Bernard et al. / NeuroImage 22 (2004) Table 1 Principal brain regions showing significant signal increases for the following comparisons: Non-famous faces vs. baseline; Famous faces vs. baseline; and Famous faces vs. Non-famous faces Cluster Brain regions BA Coordinates t size x y z score (voxels) Non-famous vs. Baseline 14,823 L lingual 17/ R lingual 17/ L inferior occipital L hippocampus L fusiform R fusiform R inferior occipital R cerebellum R hippocampus L colliculus R parahippocampal region R cerebellum L anterior cingulate R medial frontal L postcentral R putamen R orbital frontal R inferior frontal L orbital frontal L inferior frontal L amygdala Famous vs. Baseline 24,108 L cuneus L hippocampus Lingual 17/ L fusiform R cerebellum R posterior 23/ cingulate L hippocampus R fusiform L colliculus L amygdala R parahippocampal region L cerebellum L inferior occipital R inferior occipital R precuneus L posterior 23/ cingulate 2067 L medial frontal Table 1 (continued) Cluster Brain regions BA Coordinates t size score x y z (voxels) Famous vs. Baseline 2067 L anterior cingulate R anterior cingulate L medial frontal R inferior frontal R inferior frontal R middle frontal R middle frontal R inferior frontal R middle frontal 9/ L inferior frontal L inferior frontal R medial frontal L superior frontal L inferior frontal L inferior frontal L middle frontal L medial frontal 9/ L medial frontal Famous vs. Non-famous 1851 R head of caudate L head of caudate R thalamus L thalamus R cerebellum L middle frontal L middle frontal L middle frontal L middle frontal L inferior frontal R superior frontal R lingual L temporo-parietal junction L middle temporal

6 F.A. Bernard et al. / NeuroImage 22 (2004) Table 1 (continued) Cluster Brain regions BA Coordinates t size score x y z (voxels) Famous vs. Non-famous 1381 L temporo-parietal junction 558 L medial frontal L medial frontal L superior frontal R precuneus R posterior 23/ cingulate L posterior cingulate L precuneus Anterior cingulate R temporo-parietal junction R temporo-parietal junction 49 L hippocampus L hippocampus L medial frontal R medial frontal R inferior parietal lobe 79 L inferior frontal L body of caudate L hippocampus L thalamus L hippocampus R inferior frontal R parahippocampal region Location is with respect to the system of Talairach and Tournoux (1988); probability threshold for significance was controlled at FDR = 5%. L = left; R = right. pocampus (x = F22, y = 16, z = 14) + posterior hippocampus (x = F24, y = 27, z = 5) + entorhinal cortex (x = F24, y = 10, z = 32). However, this more focused analysis also failed to show significant effects of recency on medial temporal lobe activation (Fig. 6). Regions predictive of subsequent memory performance Characterization of a Dm effect (differential neural activity based on memory) depends on analysis of a sufficient number of subsequently remembered and subsequently forgotten items from the encoding phase. Subsequent confident recognition of famous faces was uniformly high with an insufficient number of forgotten items to carry out a Dm analysis for famous faces. We therefore present only the results of a Dm analysis confined to non-famous faces. That is, we explored the neuronal signature of non-famous face processing when those faces were subsequently recognized with confidence compared to those that were not subsequently recognized. Only non-famous faces recognized as such during the fame decision task were considered. The most significant activation was in the left anterior hippocampus (x = 20, y = 9, z = 15; t = 5.40; P = , uncorrected). The Dm effect for non-famous faces was also significant by a more tightly controlled regional analysis of voxels in a 7-mm radius centered on anterior hippocampus (x = 22, y = 16, z = 14; coordinates obtained from the contrast Famous vs. Non-famous ), using a small volume correction to maintain familywise error at 5% (see Fig. 7). Discussion Face processing Face processing, in the setting of a fame-decision task, was associated with activation predominantly in occipito-temporal regions, including the fusiform face area (FFA) (Kanwisher et al., 1997). Our result suggests that this region seems to be primarily involved in the processing of faces (familiar or unfamiliar) and is not sufficient to result in successful recognition of famous faces. Bilateral activations of the medial temporal regions suggest a contribution of these structures in the attempt to match perceived faces with pre-existing semantic representations stored in longterm memory. Effects of fame The successful recognition of famous faces (by comparison with the successful rejection of non-famous faces) activates anterior (x = 22, y = 16, z = 14) and posterior (x = 24, y = 27, z = 5) parts of the left hippocampus (see Fig. 5Ba). This result suggests that hippocampus is involved in mediating effective access to the memory trace or, in other words, conscious recollection of preexisting semantic representations stored in long-term memory (engram). Comparable data have been reported by Kapur et al. (1995) and Leveroni et al. (2000), apart from the fact that the right hippocampus was activated in the latter study. In addition to the left hippocampus, we found several other regions were significantly more activated during the successful recognition of famous faces than during the successful rejection of non-famous faces, including the left prefrontal cortex, the right cerebellum, the posterior cingulate, the precuneus, the caudate and the temporo-parietal junction. The left prefrontal cortex is almost invariably activated during tasks involving semantic processing (Fletcher and Henson, 2001) and several theories of its contribution to such processing have been put forward. For example, it may be involved in maintenance of semantic information in working memory (Gabrieli et al., 1998), and/or in selection of task-relevant semantic attributes (Thompson- Schill et al., 1997). It may possibly reflect covert naming of some of the famous faces, although Haist et al. (2001) did not observe any activation of this region during a covert-naming task. While the current study does not distinguish between these possibilities, it is theoretically predicted to see a higher level of left frontal activation in association with famous faces compared to unfamiliar ones because the former have greater meaning for subjects. Coactivation of posterior cingulate/medial parietal cortex in association with famous faces is also in keeping with given previous studies by Leveroni et al. (2000) and Shah et al. (2001) showing activation of this region during the recognition of familiar people (faces only in the former study and faces + voices in the latter study, in which an

7 1710 F.A. Bernard et al. / NeuroImage 22 (2004) Fig. 4. Orthogonal glass brain views for the comparisons Non-famous faces vs. Baseline (A) and Famous faces vs. Baseline (B) are shown sagittally from the right (upper left of each figure), coronally from behind (right), and transversely from above (lower left). These images were thresholded at P < 0.05 (FDR corrected, cluster size >15). activation restricted to retrosplenial cortex was reported). Moreover, Valenstein et al. (1987) and Rudge and Warrington (1991) have described patients with impaired recognition memory for faces after a lesion to this region. It is probably relevant that retrosplenial cingulate cortex forms a critical point in fronto-hippocampal connectivity (Goldman-Rakic et al., 1984). Thus, the coactivation of frontal cortex, hippocampus and retrosplenial cingulate cortex in association with famous faces (which show higher levels of incidental episodic encoding) is consistent with the anatomical connections and can plausibly be regarded as a correlate of successful semantic retrieval. This, however, is speculative because patients with lesions of the retroplenial cingulate cortex are characterized by episodic rather than semantic memory problems, although, to our knowledge, memory retrieval for famous faces has not yet been assessed with such patients. The temporo-parietal junction has also been previously associated with semantic processing (Gorno-Tempini et al., 1998; Price et al., 1997; Vandenberghe et al., 1996), and the retrieval of realworld memories (Maguire and Mummery, 1999). It remains difficult, however, to understand the precise role of this region. Further studies will be required to address this issue. The same conclusion can be drawn regarding the right cerebellum, which has been repeatedly involved in various cognitive tasks (Cabeza and Nyberg, 2000). The activation of the caudate was unexpected. This region has been associated with procedural memory tasks (Peigneux et al., 2000; Rauch et al., 1997). One possible explanation for its activation in these data relates to the mean age of our subjects, which was approximately 60 years. Several functional neuroimaging studies have observed age-related brain activation changes associated with various cognitive tasks (Cabeza, 2000). These changes may reflect age-related degenerative or compensatory processes. Therefore, our subjects may possibly have spontaneously or automatically recruited these regions, which are included in fronto-striatal loops, to compensate for inevitable

8 F.A. Bernard et al. / NeuroImage 22 (2004) Fig. 5. (A) Orthogonal glass brain views for the comparison Famous faces vs. Non-famous faces are shown sagittally from the right (upper left), coronally from behind (right), and transversely from above (lower left). These images were thresholded at P < 0.05 (FDR corrected, cluster size > 15). (B) Regions of significant activation superimposed on a T1-weighted anatomical image in standard space, showing increased activity in (a) the left hippocampus, (b) the left frontal cortex, (c) the bilateral temporo-parietal junction and the right cerebellum, (d) a region including the precuneus/cuneus and the retrosplenial cortex, and (e) the head of caudate bilaterally for the comparison Famous faces vs. Non-famous faces. These images were thresholded at P < 0.05 (FDR corrected, cluster size >15). age-related brain changes and hence to perform the task efficiently. In support of this interpretation, Jacome (1986) reported a 59- year-old patient who developed prosopagnosia after a lesion of the caudate. The hypothesis of age-related change in frontostriatal activation by declarative memory processes could be experimentally tested by future studies of young and older participants scanned using encoding and retrieval paradigms, such as the event-related design used here, which appropriately control for differential task performance (number of successful trials).

9 1712 F.A. Bernard et al. / NeuroImage 22 (2004) One of the most important observations in this study is the indistinguishable level of activity of the hippocampus during the successful recognition of both old and recent famous faces. Of course, the absence of a statistical difference between hippocampal activation by old and recent faces must be treated cautiously in the light of our modest sample size: Type II error is a risk. With this in mind, we explored the comparison by a region-of-interest analysis focused on hippocampus and entorhinal cortex with a less-conservative statistical threshold. Even under these circumstances, no significant differences were seen in hippocampal and entorhinal activation by old and recent faces. The apparent discrepancy between our results and those obtained by Haist et al. (2001) can be explained by the fact that their use of a block design did not allow a disambiguation of activation by recognized and unrecognized famous faces. Also, in this study, participants were required to indicate with a movement of their left index finger whether they could recall the name of the person in the photograph. Of course, it is possible to recognize a famous person facially, and hence to have access to semantic associations stored in long-term memory, without being able to name this person. It is probably also germane to note that Haist et al. (2001) studied a small number of subjects (eight) and used a fixed-effects analysis to demonstrate a hippocampal recency effect whereas we have used a more conservative but more generalizable random-effects analysis. Although our results regarding hippocampal activation tend to support the view of a long-lasting involvement of this structure in the retrieval of information stored in semantic memory (Cipolotti et al., 2001), they do not entirely refute the idea of a differential involvement of this structure in recollection of semantic information with different degrees of historical remoteness. Current views conceive that the role of a specific brain region can be determined not only by measuring its activity while healthy subjects perform a cognitive task but more particularly by taking into account the functional connectivity between this region and other regions or, in other words, its neural context (McIntosh et al., 2003). Therefore, one possible extension of our study would be to check whether the connectivity between the hippocampus and other brain regions is the same or not when subjects are successfully recognizing old and recent famous faces. Another further extension would be to take into account the possible autobiographical significance that some famous people may have (Westmacott and Moscovitch, 2003; Westmacott et al., 2004) and check whether this factor may have an effect on the hippocampal activation associated with the successful recognition of famous faces from different periods. It would be an interesting dimension to take into account in future imaging studies involving recognition of famous faces. Regions predictive of subsequent memory performance Fig. 6. Box-plots of activity in the left anterior hippocampus (x = 22, y = 16, z = 14), the right anterior hippocampus (x = 22, y = 16, z = 14), the left posterior hippocampus (x = 24, y = 27, z = 5), the right posterior hippocampus (x = 24, y = 27, z = 5), the left entorhinal cortex (x = 24, y = 10, z = 32), and the right entorhinal cortex (x = 24, y = 10, z = 32) for both Old and Recent Famous faces. The level of activity between these two conditions is indistinguishable. Effects of recency Finally, an additional analysis of the results obtained during the post hoc recognition task revealed the specific involvement of left anterior hippocampus in the successful encoding of the nonfamous faces, which were presented during the fame decision task. This involvement of a medial temporal region in Dm effects is consistent with previous findings (for review, see Paller and Wagner, 2002) and confirms the role of this structure in the binding and storage of memory traces associated with successful encoding. Interestingly, an activation of this left anterior part of the hippocampus was also found for successful recognition of famous faces (by comparison with successful rejection of nonfamous faces). Although there was an insufficient number of forgotten items to carry out a Dm analysis with famous faces, it seems reasonable to think that an activation of the left anterior hippocampus, common to successfully encoded non-famous faces and successfully recognized famous faces, corresponds to a specific component of the medial temporal regions that might be involved in incidental episodic encoding of faces presented during the experiment, regardless of prior exposure or fame. Thus, the results of the present study are compatible with suggestions of Fig. 7. Regions of significant activation superimposed on a T1-weighted anatomical image in standard space, showing increased activity in the left anterior hippocampus (yellow + green) for the comparisons of Non-famous faces recognized vs. Non-famous faces forgotten in a post hoc recognition test. Activity in this region survives a small volume correction (7-mm radius) for multiple comparisons (FWE and FDR, P < 0.05). The left anterior and posterior hippocampal activations associated with [Famous faces Non-famous faces] are shown in green.

10 F.A. Bernard et al. / NeuroImage 22 (2004) a functional distinction within the hippocampus between an anterior part, hypothetically specialized for incidental episodic encoding, and a posterior part, associated with explicit semantic retrieval regardless of the historical remoteness of retrieved information. This formulation corresponds well with results obtained by Strange et al. (1999) who have highlighted a functional dissociation within the hippocampus. In this study, the anterior part of the hippocampus was activated by generic novelty whereas a more posterior part was activated by familiarity of stimuli. These considerations emphasize the importance of caution when medial temporal activations are found during semantic retrieval tasks, because they can be associated with episodic encoding. In conclusion, the striking findings from this event-related fmri study using famous faces divided into two different epochs of historical recency strongly support the hypothesis of a continuous or life-long involvement of the hippocampus in the retrieval of information stored in long-term memory. In addition to this, our results demonstrate a role in successful semantic retrieval for several other regions including left prefrontal cortex, retrosplenial cortex and temporo-parietal junction. Finally, we have highlighted a functional distinction between anterior and posterior parts of the hippocampus, the former being specifically involved in incidental episodic encoding and the latter being associated with explicit retrieval of semantic information. Acknowledgments F.A.B. is supported by a Merck Sharp and Dohme Post-doctoral Fellowship award and was supported by INSERM. P.C.F. is supported by the Wellcome Trust. The Wolfson Brain Imaging Centre is supported by an MRC Co-operative Group Grant. The authors are indebted to R. Bisbrown-Chippendale for her help in this study. Appendix A 1960s 1970s 1990s Woody Allen David Beckham George Best Tony Blair Bjorn Borg George W. Bush Karen Carpenter Bill Clinton Fidel Castro George Clooney Julie Christie Jill Dando Alec Douglas Home Leonardo Di Caprio Bob Dylan Celine Dion John F. Kennedy Hugh Grant John Lennon Geri Halliwell Sophia Loren Tom Hanks Steve McQueen Tim Henman Bobby Moore Nicole Kidman John Profumo Ellen MacArthur Angela Rippon Sophie Rhys-Jones Peter Sellers Julia Roberts Jackie Stewart Michael Schumacher Barbara Streisand Britney Spears Twiggy Robbie Williams Harold Wilson Boris Yeltsin References Brodmann, K., Vergleichende lokalisationslehre der grosshirnrinde in ihren prinzipien dargestellt auf grund des zellenbaues Barth, Leipzig. Cabeza, R., Cognitive aging. In: Cabeza, R., Kingstone, A. (Eds.), Handbook of Functional Neuroimaging of Cognition. The MIT Press, Cambridge. Cabeza, R., Nyberg, L., Imaging cognition II: an empirical review of 275 PET and fmri studies. J. Cogn. Neurosci. 12, Cipolotti, L., Shallice, T., Chan, D., Fox, N., Scahill, R., Harrison, G., Stevens, J., Rudge, P., Long-term retrograde amnesia...the crucial role of the hippocampus. Neuropsychologia 39, Fletcher, P.C., Henson, R.N.A., Frontal lobes and human memory: insights from functional neuroimaging. Brain 124, Friston, K.J., Fletcher, P., Josephs, O., Holmes, A., Rugg, M.D., Turner, R., Event-related fmri: characterizing differential responses. Neuro- Image 7, Gabrieli, J.D., Poldrack, R.A., Desmond, J.E., The role of left prefrontal cortex in language and memory. Proc. Natl. Acad. Sci. U. S. A. 95, Genovese, C.R., Lazar, N.A., Nichols, T., Thresholding of statistical maps in functional neuroimaging using the false discovery rate. Neuro- Image 15, Goldman-Rakic, P.S., Selemon, L.D., Schwartz, M.L., Dual pathways connecting the dorsolateral prefrontal cortex with the hippocampal formation and parahippocampal cortex in the rhesus monkey. Neuroscience 12, Gorno-Tempini, M.L., Price, C.J., Josephs, O., Vandenberghe, R., Cappa, S.F., Kapur, N., Frackowiak, R.S., The neural systems sustaining face and proper-name processing. Brain 121, Haist, F., Bowden Gore, J., Mao, H., Consolidation of human memory over decades revealed by functional magnetic resonance imaging. Nat. Neurosci. 4, Jacome, D.E., Subcortical prosopagnosia and anosognosia. Am. J. Med. Sci. 292, Kanwisher, N., McDermott, J., Chun, M.M., The fusiform face area: a module in human extrastriate cortex specialized for face perception. J. Neurosci. 17, Kapur, N., Friston, K.J., Young, A., Frith, C.D., Frackowiak, R.S., Activation of human hippocampal formation during memory for faces: a PET study. Cortex 31, Lepage, M., Habib, R., Tulving, E., Hippocampal PET activations of memory encoding and retrieval: the HIPER model. Hippocampus 8, Leveroni, C.L., Seidenberg, M., Mayer, A.R., Mead, L.A., Binder, J.R., Rao, S.M., Neural systems underlying the recognition of familiar and newly learned faces. J. Neurosci. 20, Maguire, E.A., Mummery, C.J., Differential modulation of a common memory retrieval network revealed by PET. Hippocampus 9, McIntosh, A.R., Rajah, M.N., Lobaugh, N.J., Functional connectivity of the medial temporal lobe relates to learning and awareness. J. Neurosci. 23, Nadel, L., Moscovitch, M., Memory consolidation, retrograde amnesia and the hippocampal complex. Curr. Opin. Neurobiol. 7, Otten, L.J., Henson, R.N., Rugg, M.D., State-related and item-related neural correlates of successful memory encoding. Nat. Neurosci. 5, Paller, K.A., Wagner, A.D., Observing the transformation of experience into memory. Trends Cogn. Sci. 6, Peigneux, P., Maquet, P., Meulemans, T., Destrebecqz, A., Laureys, S., Degueldre, C., Delfiore, G., Aerts, J., Luxen, A., Franck, G., Van der Linden, M., Cleeremans, A., Striatum forever, despite sequence

11 1714 F.A. Bernard et al. / NeuroImage 22 (2004) learning variability: a random effect analysis of PET data. Hum. Brain Mapp. 10, Price, C.J., Moore, C.J., Humphreys, G.W., Wise, R.J., Segregating semantic from phonological processing during reading. J. Cogn. Neurosci. 9, Price, C.J., Mummery, C.J., Moore, C.J., Frackowiak, R.S., Friston, K.J., Delineating necessary and sufficient neural systems with functional imaging studies of neuropsychological patients. J. Cogn. Neurosci. 11, Rauch, S.L., Whalen, P.J., Savage, C.R., Curran, T., Kendrick, A., Brown, H.D., Bush, G., Breiter, H.C., Rosen, B.R., Striatal recruitment during an implicit sequence learning task as measured by functional magnetic resonance imaging. Hum. Brain Mapp. 5, Rudge, P., Warrington, E.K., Selective impairment of memory and visual perception in splenial tumours. Brain 114, Rugg, M.D., Convergent approaches to electrophysiological and hemodynamic investigations of memory. Hum. Brain Mapp. 6, Schacter, D.L., Wagner, A.D., Medial temporal lobe activations in fmri and PET studies of episodic encoding and retrieval. Hippocampus 9, Shah, N.J., Marshall, J.C., Zafiris, O., Schwab, A., Zilles, K., Markovitsch, H., Fink, G.R., The neural correlates of person familiarity: a functional magnetic resonance imaging study with clinical implications. Brain 124, Squire, L.R., Memory and the hippocampus: a synthesis from findings with rats, monkeys, and humans. Psychol. Rev. 99, Squire, L.R., Zola, S.M., Episodic memory, semantic memory, and amnesia. Hippocampus 8, Strange, B.A., Fletcher, P.C., Henson, R.N.A., Friston, K.J., Dolan, R.J., Segregating the functions of human hippocampus. Proc. Natl. Acad. Sci. U. S. A. 96, Talairach, J., Tournoux, P., Co-planar Stereotaxic Atlas of the Human Brain. Thieme, Stuttgart. Thompson-Schill, S.L., D Esposito, M., Aguirre, G.K., Farah, M.J., Role of left inferior prefrontal cortex in retrieval of semantic knowledge: a reevaluation. Proc. Natl. Acad. Sci. U. S. A. 94, Tulving, E., Markowitsch, H.J., Episodic and declarative memory: role of the hippocampus. Hippocampus 8, Valenstein, E., Bowers, D., Verfaellie, M., Heilman, K.M., Day, A., Watson, R.T., Retrosplenial amnesia. Brain 110, Vandenberghe, R., Price, C., Wise, R., Josephs, O., Frackowiak, R.S., Functional anatomy of a common semantic system for words and pictures. Nature 383, Westmacott, R., Moscovitch, M., The contribution of autobiographical significance to semantic memory. Mem. Cogn. 31, Westmacott, R., Black, S.E., Freedman, M., Moscovitch, M., The contribution of autobiographical experience to semantic memory: evidence from Alzheimer s disease, semantic dementia and amnesia. Neuropsychologia 42,

Supplemental information online for

Supplemental information online for Supplemental information online for Sleep contributes to the strengthening of some memories over others, depending on hippocampal activity at learning. Géraldine Rauchs (1,2), Dorothée Feyers (1), Brigitte

More information

Left Anterior Prefrontal Activation Increases with Demands to Recall Specific Perceptual Information

Left Anterior Prefrontal Activation Increases with Demands to Recall Specific Perceptual Information The Journal of Neuroscience, 2000, Vol. 20 RC108 1of5 Left Anterior Prefrontal Activation Increases with Demands to Recall Specific Perceptual Information Charan Ranganath, 1 Marcia K. Johnson, 2 and Mark

More information

fmri activity in the medial temporal lobe during famous face processing

fmri activity in the medial temporal lobe during famous face processing fmri activity in the medial temporal lobe during famous face processing Elfgren, Christina; van Westen, Danielle; Passant, Ulla; Larsson, Elna-Marie; Mannfolk, Peter; Fransson, Peter Published in: NeuroImage

More information

Comparing event-related and epoch analysis in blocked design fmri

Comparing event-related and epoch analysis in blocked design fmri Available online at www.sciencedirect.com R NeuroImage 18 (2003) 806 810 www.elsevier.com/locate/ynimg Technical Note Comparing event-related and epoch analysis in blocked design fmri Andrea Mechelli,

More information

The Role of Working Memory in Visual Selective Attention

The Role of Working Memory in Visual Selective Attention Goldsmiths Research Online. The Authors. Originally published: Science vol.291 2 March 2001 1803-1806. http://www.sciencemag.org. 11 October 2000; accepted 17 January 2001 The Role of Working Memory in

More information

Resistance to forgetting associated with hippocampus-mediated. reactivation during new learning

Resistance to forgetting associated with hippocampus-mediated. reactivation during new learning Resistance to Forgetting 1 Resistance to forgetting associated with hippocampus-mediated reactivation during new learning Brice A. Kuhl, Arpeet T. Shah, Sarah DuBrow, & Anthony D. Wagner Resistance to

More information

Overt vs. Covert Responding. Prior to conduct of the fmri experiment, a separate

Overt vs. Covert Responding. Prior to conduct of the fmri experiment, a separate Supplementary Results Overt vs. Covert Responding. Prior to conduct of the fmri experiment, a separate behavioral experiment was conducted (n = 16) to verify (a) that retrieval-induced forgetting is observed

More information

Remembering the Past to Imagine the Future: A Cognitive Neuroscience Perspective

Remembering the Past to Imagine the Future: A Cognitive Neuroscience Perspective MILITARY PSYCHOLOGY, 21:(Suppl. 1)S108 S112, 2009 Copyright Taylor & Francis Group, LLC ISSN: 0899-5605 print / 1532-7876 online DOI: 10.1080/08995600802554748 Remembering the Past to Imagine the Future:

More information

Neural correlates of memory for object identity and object location: effects of aging

Neural correlates of memory for object identity and object location: effects of aging Neuropsychologia 40 (2002) 1428 1442 Neural correlates of memory for object identity and object location: effects of aging Alessandra Schiavetto a, Stefan Köhler a, Cheryl L. Grady a, Gordon Winocur a,c,

More information

Research Article. Industrial Science and Technology (AIST), Tsukuba, Japan

Research Article. Industrial Science and Technology (AIST), Tsukuba, Japan PSYCHOLOGICAL SCIENCE Research Article Distinguishing the Neural Correlates of Episodic Memory Encoding and Semantic Memory Retrieval Steven E. Prince, 1 Takashi Tsukiura, 2 and Roberto Cabeza 1 1 Center

More information

Cognitive Neuroscience of Memory

Cognitive Neuroscience of Memory Cognitive Neuroscience of Memory Types and Structure of Memory Types of Memory Type of Memory Time Course Capacity Conscious Awareness Mechanism of Loss Sensory Short-Term and Working Long-Term Nondeclarative

More information

Functional MRI Mapping Cognition

Functional MRI Mapping Cognition Outline Functional MRI Mapping Cognition Michael A. Yassa, B.A. Division of Psychiatric Neuro-imaging Psychiatry and Behavioral Sciences Johns Hopkins School of Medicine Why fmri? fmri - How it works Research

More information

Remembering the past and imagining the future: Common and distinct neural substrates during event construction and elaboration

Remembering the past and imagining the future: Common and distinct neural substrates during event construction and elaboration Neuropsychologia 45 (2007) 1363 1377 Remembering the past and imagining the future: Common and distinct neural substrates during event construction and elaboration Donna Rose Addis a,b,, Alana T. Wong

More information

WHAT DOES THE BRAIN TELL US ABOUT TRUST AND DISTRUST? EVIDENCE FROM A FUNCTIONAL NEUROIMAGING STUDY 1

WHAT DOES THE BRAIN TELL US ABOUT TRUST AND DISTRUST? EVIDENCE FROM A FUNCTIONAL NEUROIMAGING STUDY 1 SPECIAL ISSUE WHAT DOES THE BRAIN TE US ABOUT AND DIS? EVIDENCE FROM A FUNCTIONAL NEUROIMAGING STUDY 1 By: Angelika Dimoka Fox School of Business Temple University 1801 Liacouras Walk Philadelphia, PA

More information

Procedia - Social and Behavioral Sciences 159 ( 2014 ) WCPCG 2014

Procedia - Social and Behavioral Sciences 159 ( 2014 ) WCPCG 2014 Available online at www.sciencedirect.com ScienceDirect Procedia - Social and Behavioral Sciences 159 ( 2014 ) 743 748 WCPCG 2014 Differences in Visuospatial Cognition Performance and Regional Brain Activation

More information

Material-specific lateralization of prefrontal activation during episodic encoding and retrieval

Material-specific lateralization of prefrontal activation during episodic encoding and retrieval Brain Imaging 0 0 0 0 0 p Website publication November NeuroRepor t, () ALTHOUGH numerous neuroimaging studies have examined the functional neuroanatomy supporting episodic memory for verbal material,

More information

Supporting Online Material for

Supporting Online Material for www.sciencemag.org/cgi/content/full/324/5927/646/dc1 Supporting Online Material for Self-Control in Decision-Making Involves Modulation of the vmpfc Valuation System Todd A. Hare,* Colin F. Camerer, Antonio

More information

Activating the Medial Temporal Lobe during Oddity Judgment for Faces and Scenes

Activating the Medial Temporal Lobe during Oddity Judgment for Faces and Scenes Cerebral Cortex March 2008;18:683-696 doi:10.1093/cercor/bhm104 Advance Access publication July 5, 2007 Activating the Medial Temporal Lobe during Oddity Judgment for Faces and Scenes Andy C. H. Lee 1,2,

More information

Title of file for HTML: Supplementary Information Description: Supplementary Figures, Supplementary Tables and Supplementary References

Title of file for HTML: Supplementary Information Description: Supplementary Figures, Supplementary Tables and Supplementary References Title of file for HTML: Supplementary Information Description: Supplementary Figures, Supplementary Tables and Supplementary References Supplementary Information Supplementary Figure 1. The mean parameter

More information

Face encoding and recognition in the human brain

Face encoding and recognition in the human brain Proc. Natl. Acad. Sci. USA Vol. 93, pp. 922-927, January 1996 Neurobiology Face encoding and recognition in the human brain (positron emission tomography/cerebral blood flow) JAMES V. HAXBY*t, LESLIE G.

More information

Prefrontal cortex and recognition memory Functional-MRI evidence for context-dependent retrieval processes

Prefrontal cortex and recognition memory Functional-MRI evidence for context-dependent retrieval processes Brain (1998), 121, 1985 2002 Prefrontal cortex and recognition memory Functional-MRI evidence for context-dependent retrieval processes Anthony D. Wagner, 1 John E. Desmond, 1,2 Gary H. Glover 2 and John

More information

The neural correlates of conceptual and perceptual false recognition

The neural correlates of conceptual and perceptual false recognition The neural correlates of conceptual and perceptual false recognition Rachel J. Garoff-Eaton, Elizabeth A. Kensinger and Daniel L. Schacter Learn. Mem. 2007 14: 684-692 Access the most recent version at

More information

Investigating directed influences between activated brain areas in a motor-response task using fmri

Investigating directed influences between activated brain areas in a motor-response task using fmri Magnetic Resonance Imaging 24 (2006) 181 185 Investigating directed influences between activated brain areas in a motor-response task using fmri Birgit Abler a, 4, Alard Roebroeck b, Rainer Goebel b, Anett

More information

Medial Temporal Lobe Activations in fmri and PET Studies of Episodic Encoding and Retrieval

Medial Temporal Lobe Activations in fmri and PET Studies of Episodic Encoding and Retrieval Medial Temporal Lobe Activations in fmri and PET Studies of Episodic Encoding and Retrieval Daniel L. Schacter 1 * and Anthony D. Wagner 1,2 1 Department of Psychology, Harvard University, Cambridge, Massachusetts

More information

Neural Bases of Autobiographical Support for Episodic Recollection of Faces

Neural Bases of Autobiographical Support for Episodic Recollection of Faces HIPPOCAMPUS 00:000 000 (2009) Neural Bases of Autobiographical Support for Episodic Recollection of Faces Iris Trinkler, 1 John A. King, 1 Christian F. Doeller, 1,2 Michael D. Rugg, 3 and Neil Burgess

More information

Characterizing spatial and temporal features of autobiographical memory retrieval networks: a partial least squares approach

Characterizing spatial and temporal features of autobiographical memory retrieval networks: a partial least squares approach www.elsevier.com/locate/ynimg NeuroImage 23 (2004) 1460 1471 Characterizing spatial and temporal features of autobiographical memory retrieval networks: a partial least squares approach Donna Rose Addis,

More information

VIII. 10. Right Temporal-Lobe Contribution to the Retrieval of Family Relationships in Person Identification

VIII. 10. Right Temporal-Lobe Contribution to the Retrieval of Family Relationships in Person Identification CYRIC Annual Report 2009 VIII. 10. Right Temporal-Lobe Contribution to the Retrieval of Family Relationships in Person Identification Abe N. 1, Fujii T. 1, Ueno A. 1, Shigemune Y. 1, Suzuki M. 2, Tashiro

More information

Brain regions associated with successful and unsuccessful retrieval of verbal episodic memory as revealed by divided attention

Brain regions associated with successful and unsuccessful retrieval of verbal episodic memory as revealed by divided attention Neuropsychologia 43 (2005) 1115 1127 Brain regions associated with successful and unsuccessful retrieval of verbal episodic memory as revealed by divided attention Myra A. Fernandes a,, Morris Moscovitch

More information

The Critical Relationship between the Timing of Stimulus Presentation and Data Acquisition in Blocked Designs with fmri

The Critical Relationship between the Timing of Stimulus Presentation and Data Acquisition in Blocked Designs with fmri NeuroImage 10, 36 44 (1999) Article ID nimg.1999.0447, available online at http://www.idealibrary.com on The Critical Relationship between the Timing of Stimulus Presentation and Data Acquisition in Blocked

More information

Brain Imaging Applied to Memory & Learning

Brain Imaging Applied to Memory & Learning Brain Imaging Applied to Memory & Learning John Gabrieli Department of Brain & Cognitive Sciences Institute for Medical Engineering & Sciences McGovern Institute for Brain Sciences MIT Levels of Analysis

More information

Neural Correlates of Successful Encoding Identified Using Functional Magnetic Resonance Imaging

Neural Correlates of Successful Encoding Identified Using Functional Magnetic Resonance Imaging The Journal of Neuroscience, November 1, 2002, 22(21):9541 9548 Neural Correlates of Successful Encoding Identified Using Functional Magnetic Resonance Imaging Paul J. Reber, 1,3 Robert M. Siwiec, 1 Darren

More information

Experimental design for Cognitive fmri

Experimental design for Cognitive fmri Experimental design for Cognitive fmri Alexa Morcom Edinburgh SPM course 2017 Thanks to Rik Henson, Thomas Wolbers, Jody Culham, and the SPM authors for slides Overview Categorical designs Factorial designs

More information

The hippocampus operates in a threshold manner during spatial source memory Scott D. Slotnick a and Preston P. Thakral b

The hippocampus operates in a threshold manner during spatial source memory Scott D. Slotnick a and Preston P. Thakral b Cognitive neuroscience and neuropsychology 265 The hippocampus operates in a threshold manner during spatial source memory Scott D. Slotnick a and Preston P. Thakral b Long-term memory can be based on

More information

Supplementary Online Material Supplementary Table S1 to S5 Supplementary Figure S1 to S4

Supplementary Online Material Supplementary Table S1 to S5 Supplementary Figure S1 to S4 Supplementary Online Material Supplementary Table S1 to S5 Supplementary Figure S1 to S4 Table S1: Brain regions involved in the adapted classification learning task Brain Regions x y z Z Anterior Cingulate

More information

Morris water maze: standard test for spatial memory in rodents

Morris water maze: standard test for spatial memory in rodents Vertebrate Models: The Hippocampus 34 Vertebrate Models: The Hippocampus 35 Vertebrate Models: The Hippocampus 36 Vertebrate Models: The Hippocampus 37 Animal Models of Learning (Vertebrates) Morris water

More information

SUPPLEMENTARY METHODS. Subjects and Confederates. We investigated a total of 32 healthy adult volunteers, 16

SUPPLEMENTARY METHODS. Subjects and Confederates. We investigated a total of 32 healthy adult volunteers, 16 SUPPLEMENTARY METHODS Subjects and Confederates. We investigated a total of 32 healthy adult volunteers, 16 women and 16 men. One female had to be excluded from brain data analyses because of strong movement

More information

Methods to examine brain activity associated with emotional states and traits

Methods to examine brain activity associated with emotional states and traits Methods to examine brain activity associated with emotional states and traits Brain electrical activity methods description and explanation of method state effects trait effects Positron emission tomography

More information

NeuroImage 59 (2012) Contents lists available at SciVerse ScienceDirect. NeuroImage. journal homepage:

NeuroImage 59 (2012) Contents lists available at SciVerse ScienceDirect. NeuroImage. journal homepage: NeuroImage 59 (2012) 2908 2922 Contents lists available at SciVerse ScienceDirect NeuroImage journal homepage: www.elsevier.com/locate/ynimg Routes to the past: Neural substrates of direct and generative

More information

Importance of Deficits

Importance of Deficits Importance of Deficits In complex systems the parts are often so integrated that they cannot be detected in normal operation Need to break the system to discover the components not just physical components

More information

Supplementary Materials for

Supplementary Materials for Supplementary Materials for Folk Explanations of Behavior: A Specialized Use of a Domain-General Mechanism Robert P. Spunt & Ralph Adolphs California Institute of Technology Correspondence may be addressed

More information

A possible mechanism for impaired joint attention in autism

A possible mechanism for impaired joint attention in autism A possible mechanism for impaired joint attention in autism Justin H G Williams Morven McWhirr Gordon D Waiter Cambridge Sept 10 th 2010 Joint attention in autism Declarative and receptive aspects initiating

More information

Ch 8. Learning and Memory

Ch 8. Learning and Memory Ch 8. Learning and Memory Cognitive Neuroscience: The Biology of the Mind, 2 nd Ed., M. S. Gazzaniga, R. B. Ivry, and G. R. Mangun, Norton, 2002. Summarized by H.-S. Seok, K. Kim, and B.-T. Zhang Biointelligence

More information

Reproducibility of Visual Activation During Checkerboard Stimulation in Functional Magnetic Resonance Imaging at 4 Tesla

Reproducibility of Visual Activation During Checkerboard Stimulation in Functional Magnetic Resonance Imaging at 4 Tesla Reproducibility of Visual Activation During Checkerboard Stimulation in Functional Magnetic Resonance Imaging at 4 Tesla Atsushi Miki*, Grant T. Liu*, Sarah A. Englander, Jonathan Raz, Theo G. M. van Erp,

More information

Hallucinations and conscious access to visual inputs in Parkinson s disease

Hallucinations and conscious access to visual inputs in Parkinson s disease Supplemental informations Hallucinations and conscious access to visual inputs in Parkinson s disease Stéphanie Lefebvre, PhD^1,2, Guillaume Baille, MD^4, Renaud Jardri MD, PhD 1,2 Lucie Plomhause, PhD

More information

Henry Molaison. Biography. From Wikipedia, the free encyclopedia

Henry Molaison. Biography. From Wikipedia, the free encyclopedia Henry Molaison From Wikipedia, the free encyclopedia Henry Gustav Molaison (February 26, 1926 December 2, 2008), known widely as H.M., was an American memory disorder patient who had a bilateral medial

More information

Hippocampal brain-network coordination during volitionally controlled exploratory behavior enhances learning

Hippocampal brain-network coordination during volitionally controlled exploratory behavior enhances learning Online supplementary information for: Hippocampal brain-network coordination during volitionally controlled exploratory behavior enhances learning Joel L. Voss, Brian D. Gonsalves, Kara D. Federmeier,

More information

Integration of diverse information in working memory within the frontal lobe

Integration of diverse information in working memory within the frontal lobe articles Integration of diverse information in working memory within the frontal lobe V. Prabhakaran 1, K. Narayanan 2, Z. Zhao 2 and J. D. E. Gabrieli 1,2 1 Program in Neurosciences and 2 Dept. of Psychology,

More information

The Hippocampus Remains Activated over the Long Term for the Retrieval of Truly Episodic Memories

The Hippocampus Remains Activated over the Long Term for the Retrieval of Truly Episodic Memories The Hippocampus Remains Activated over the Long Term for the Retrieval of Truly Episodic Memories Caroline Harand 1,2,3,4, Françoise Bertran 1,2,3,5, Renaud La Joie 1,2,3,4, Brigitte Landeau 1,2,3,4, Florence

More information

Visual Context Dan O Shea Prof. Fei Fei Li, COS 598B

Visual Context Dan O Shea Prof. Fei Fei Li, COS 598B Visual Context Dan O Shea Prof. Fei Fei Li, COS 598B Cortical Analysis of Visual Context Moshe Bar, Elissa Aminoff. 2003. Neuron, Volume 38, Issue 2, Pages 347 358. Visual objects in context Moshe Bar.

More information

Ch 8. Learning and Memory

Ch 8. Learning and Memory Ch 8. Learning and Memory Cognitive Neuroscience: The Biology of the Mind, 2 nd Ed., M. S. Gazzaniga,, R. B. Ivry,, and G. R. Mangun,, Norton, 2002. Summarized by H.-S. Seok, K. Kim, and B.-T. Zhang Biointelligence

More information

Andy C.H. Lee a,b,, Trevor W. Robbins b, Stephen Smith c, Gemma A. Calvert c, Irene Tracey c, Paul Matthews c, Adrian M. Owen a. 1.

Andy C.H. Lee a,b,, Trevor W. Robbins b, Stephen Smith c, Gemma A. Calvert c, Irene Tracey c, Paul Matthews c, Adrian M. Owen a. 1. Neuropsychologia 40 (2002) 2420 2437 Evidence for asymmetric frontal-lobe involvement in episodic memory from functional magnetic resonance imaging and patients with unilateral frontal-lobe excisions Andy

More information

Neuropsychologia 49 (2011) Contents lists available at ScienceDirect. Neuropsychologia

Neuropsychologia 49 (2011) Contents lists available at ScienceDirect. Neuropsychologia Neuropsychologia 49 (2011) 2427 2438 Contents lists available at ScienceDirect Neuropsychologia jo u rn al hom epa ge : www.elsevier.com/locate/neuropsychologia The neural correlates of competition during

More information

Responses of human frontal cortex to surprising events are predicted by formal associative learning theory

Responses of human frontal cortex to surprising events are predicted by formal associative learning theory match between predictions and outcomes together with an adjustment of expectancy on the basis of this mismatch. This formulation generates predictions that are testable with functional neuroimaging. In

More information

positron-emission tomography study of encoding and retrieval processes

positron-emission tomography study of encoding and retrieval processes Proc. Natl. Acad. Sci. USA Vol. 93, pp. 9212-9217, August 1996 Neurobiology Memory for object features versus memory for object location: A positron-emission tomography study of encoding and retrieval

More information

October 2, Memory II. 8 The Human Amnesic Syndrome. 9 Recent/Remote Distinction. 11 Frontal/Executive Contributions to Memory

October 2, Memory II. 8 The Human Amnesic Syndrome. 9 Recent/Remote Distinction. 11 Frontal/Executive Contributions to Memory 1 Memory II October 2, 2008 2 3 4 5 6 7 8 The Human Amnesic Syndrome Impaired new learning (anterograde amnesia), exacerbated by increasing retention delay Impaired recollection of events learned prior

More information

Task-induced deactivations during successful paired associates learning: An effect of age but not Alzheimer s disease

Task-induced deactivations during successful paired associates learning: An effect of age but not Alzheimer s disease www.elsevier.com/locate/ynimg NeuroImage 31 (2006) 818 831 Task-induced deactivations during successful paired associates learning: An effect of age but not Alzheimer s disease Rebecca L. Gould, a, * Richard

More information

QUANTIFYING CEREBRAL CONTRIBUTIONS TO PAIN 1

QUANTIFYING CEREBRAL CONTRIBUTIONS TO PAIN 1 QUANTIFYING CEREBRAL CONTRIBUTIONS TO PAIN 1 Supplementary Figure 1. Overview of the SIIPS1 development. The development of the SIIPS1 consisted of individual- and group-level analysis steps. 1) Individual-person

More information

Retrieving accurate and distorted memories: Neuroimaging evidence for effects of emotion

Retrieving accurate and distorted memories: Neuroimaging evidence for effects of emotion www.elsevier.com/locate/ynimg NeuroImage 27 (2005) 167 177 Retrieving accurate and distorted memories: Neuroimaging evidence for effects of emotion Elizabeth A. Kensinger* and Daniel L. Schacter Department

More information

For better or for worse: neural systems supporting the cognitive down- and up-regulation of negative emotion

For better or for worse: neural systems supporting the cognitive down- and up-regulation of negative emotion For better or for worse: neural systems supporting the cognitive down- and up-regulation of negative emotion Kevin N. Ochsner, a, * Rebecca D. Ray, b Jeffrey C. Cooper, b Elaine R. Robertson, b Sita Chopra,

More information

Neuroscience of Consciousness II

Neuroscience of Consciousness II 1 C83MAB: Mind and Brain Neuroscience of Consciousness II Tobias Bast, School of Psychology, University of Nottingham 2 Consciousness State of consciousness - Being awake/alert/attentive/responsive Contents

More information

Activity in Both Hippocampus and Perirhinal Cortex Predicts the Memory Strength of Subsequently Remembered Information

Activity in Both Hippocampus and Perirhinal Cortex Predicts the Memory Strength of Subsequently Remembered Information Report Activity in Both Hippocampus and Perirhinal Cortex Predicts the Memory Strength of Subsequently Remembered Information Yael Shrager, 1 C. Brock Kirwan, 4 and Larry R. Squire 1,2,3,5, * 1 Department

More information

Are face-responsive regions selective only for faces?

Are face-responsive regions selective only for faces? Cognitive Neuroscience and Neurophysiology 10, 2945±2950 (1999) TO examine the speci city of face-responsive regions for face processing, we used fmri to measure the response of the fusiform gyrus and

More information

Supplementary Results: Age Differences in Participants Matched on Performance

Supplementary Results: Age Differences in Participants Matched on Performance Supplementary Results: Age Differences in Participants Matched on Performance 1 We selected 14 participants for each age group which exhibited comparable behavioral performance (ps >.41; Hit rates (M ±

More information

Twelve right-handed subjects between the ages of 22 and 30 were recruited from the

Twelve right-handed subjects between the ages of 22 and 30 were recruited from the Supplementary Methods Materials & Methods Subjects Twelve right-handed subjects between the ages of 22 and 30 were recruited from the Dartmouth community. All subjects were native speakers of English,

More information

Theories of memory. Memory & brain Cellular bases of learning & memory. Epileptic patient Temporal lobectomy Amnesia

Theories of memory. Memory & brain Cellular bases of learning & memory. Epileptic patient Temporal lobectomy Amnesia Cognitive Neuroscience: The Biology of the Mind, 2 nd Ed., M. S. Gazzaniga, R. B. Ivry, and G. R. Mangun, Norton, 2002. Theories of Sensory, short-term & long-term memories Memory & brain Cellular bases

More information

Classification and Statistical Analysis of Auditory FMRI Data Using Linear Discriminative Analysis and Quadratic Discriminative Analysis

Classification and Statistical Analysis of Auditory FMRI Data Using Linear Discriminative Analysis and Quadratic Discriminative Analysis International Journal of Innovative Research in Computer Science & Technology (IJIRCST) ISSN: 2347-5552, Volume-2, Issue-6, November-2014 Classification and Statistical Analysis of Auditory FMRI Data Using

More information

Systems Neuroscience November 29, Memory

Systems Neuroscience November 29, Memory Systems Neuroscience November 29, 2016 Memory Gabriela Michel http: www.ini.unizh.ch/~kiper/system_neurosci.html Forms of memory Different types of learning & memory rely on different brain structures

More information

Event-Related fmri and the Hemodynamic Response

Event-Related fmri and the Hemodynamic Response Human Brain Mapping 6:373 377(1998) Event-Related fmri and the Hemodynamic Response Randy L. Buckner 1,2,3 * 1 Departments of Psychology, Anatomy and Neurobiology, and Radiology, Washington University,

More information

Not All False Memories Are Created Equal: The Neural Basis of False Recognition

Not All False Memories Are Created Equal: The Neural Basis of False Recognition Cerebral Cortex November 2006;16:1645--1652 doi:10.1093/cercor/bhj101 Advance Access publication December 28, 2005 Not All False Memories Are Created Equal: The Neural Basis of False Recognition Rachel

More information

Supporting online material. Materials and Methods. We scanned participants in two groups of 12 each. Group 1 was composed largely of

Supporting online material. Materials and Methods. We scanned participants in two groups of 12 each. Group 1 was composed largely of Placebo effects in fmri Supporting online material 1 Supporting online material Materials and Methods Study 1 Procedure and behavioral data We scanned participants in two groups of 12 each. Group 1 was

More information

Neuroanatomical Dissociation of Encoding Processes Related to Priming and Explicit Memory

Neuroanatomical Dissociation of Encoding Processes Related to Priming and Explicit Memory 792 The Journal of Neuroscience, January 18, 2006 26(3):792 800 Behavioral/Systems/Cognitive Neuroanatomical Dissociation of Encoding Processes Related to Priming and Explicit Memory Björn H. Schott, 1

More information

Supplementary Information Methods Subjects The study was comprised of 84 chronic pain patients with either chronic back pain (CBP) or osteoarthritis

Supplementary Information Methods Subjects The study was comprised of 84 chronic pain patients with either chronic back pain (CBP) or osteoarthritis Supplementary Information Methods Subjects The study was comprised of 84 chronic pain patients with either chronic back pain (CBP) or osteoarthritis (OA). All subjects provided informed consent to procedures

More information

Anterior prefrontal cortex and the recollection of contextual information

Anterior prefrontal cortex and the recollection of contextual information Neuropsychologia 43 (2005) 1774 1783 Anterior prefrontal cortex and the recollection of contextual information Jon S. Simons a,, Adrian M. Owen b, Paul C. Fletcher c, Paul W. Burgess a a Institute of Cognitive

More information

Involvement of both prefrontal and inferior parietal cortex. in dual-task performance

Involvement of both prefrontal and inferior parietal cortex. in dual-task performance Involvement of both prefrontal and inferior parietal cortex in dual-task performance Fabienne Collette a,b, Laurence 01ivier b,c, Martial Van der Linden a,d, Steven Laureys b, Guy Delfiore b, André Luxen

More information

T he ability to consciously learn and retain new information

T he ability to consciously learn and retain new information 44 PAPER fmri studies of associative encoding in young and elderly controls and mild Alzheimer s disease R A Sperling, J F Bates, E F Chua, A J Cocchiarella, D M Rentz, B R Rosen, D L Schacter, M S Albert...

More information

Mathematical models of visual category learning enhance fmri data analysis

Mathematical models of visual category learning enhance fmri data analysis Mathematical models of visual category learning enhance fmri data analysis Emi M Nomura (e-nomura@northwestern.edu) Department of Psychology, 2029 Sheridan Road Evanston, IL 60201 USA W Todd Maddox (maddox@psy.utexas.edu)

More information

Stimulus content and the neural correlates of source memory

Stimulus content and the neural correlates of source memory available at www.sciencedirect.com www.elsevier.com/locate/brainres Research Report Stimulus content and the neural correlates of source memory Audrey Duarte a,b,, Richard N. Henson a, Kim S. Graham a,c

More information

HUMAN SOCIAL INTERACTION RESEARCH PROPOSAL C8CSNR

HUMAN SOCIAL INTERACTION RESEARCH PROPOSAL C8CSNR HUMAN SOCIAL INTERACTION RESEARCH PROPOSAL C8CSNR Applicants Principal Investigator Student ID 4039921 Collaborators Name(s) Institution(s) Title of project: Neural basis of verbal and non-verbal false

More information

Visual Memory Any neural or behavioural phenomenon implying storage of a past visual experience. E n c o d i n g. Individual exemplars:

Visual Memory Any neural or behavioural phenomenon implying storage of a past visual experience. E n c o d i n g. Individual exemplars: Long-term Memory Short-term Memory Unconscious / Procedural Conscious / Declarative Working Memory Iconic Memory Visual Memory Any neural or behavioural phenomenon implying storage of a past visual experience.

More information

Text to brain: predicting the spatial distribution of neuroimaging observations from text reports (submitted to MICCAI 2018)

Text to brain: predicting the spatial distribution of neuroimaging observations from text reports (submitted to MICCAI 2018) 1 / 22 Text to brain: predicting the spatial distribution of neuroimaging observations from text reports (submitted to MICCAI 2018) Jérôme Dockès, ussel Poldrack, Demian Wassermann, Fabian Suchanek, Bertrand

More information

Functional topography of a distributed neural system for spatial and nonspatial information maintenance in working memory

Functional topography of a distributed neural system for spatial and nonspatial information maintenance in working memory Neuropsychologia 41 (2003) 341 356 Functional topography of a distributed neural system for spatial and nonspatial information maintenance in working memory Joseph B. Sala a,, Pia Rämä a,c,d, Susan M.

More information

Neural correlates of retrieval processing in the prefrontal cortex during recognition and exclusion tasks

Neural correlates of retrieval processing in the prefrontal cortex during recognition and exclusion tasks Neuropsychologia 41 (2003) 40 52 Neural correlates of retrieval processing in the prefrontal cortex during recognition and exclusion tasks Michael D. Rugg a,b,, Richard N.A. Henson a,c, William G.K. Robb

More information

Summarized by. Biointelligence Laboratory, Seoul National University

Summarized by. Biointelligence Laboratory, Seoul National University Ch 8. Learning and Memory Cognitive Neuroscience: The Biology of the Mind, 3 rd Ed., M. S. Gazzaniga, R. B. Ivry, and G. R. Mangun, Norton, 2008. Summarized by H.-S. Seok, K. Kim, and db.-t. TZhang Biointelligence

More information

Neuroimaging methods vs. lesion studies FOCUSING ON LANGUAGE

Neuroimaging methods vs. lesion studies FOCUSING ON LANGUAGE Neuroimaging methods vs. lesion studies FOCUSING ON LANGUAGE Pioneers in lesion studies Their postmortem examination provided the basis for the linkage of the left hemisphere with language C. Wernicke

More information

Distinct Value Signals in Anterior and Posterior Ventromedial Prefrontal Cortex

Distinct Value Signals in Anterior and Posterior Ventromedial Prefrontal Cortex Supplementary Information Distinct Value Signals in Anterior and Posterior Ventromedial Prefrontal Cortex David V. Smith 1-3, Benjamin Y. Hayden 1,4, Trong-Kha Truong 2,5, Allen W. Song 2,5, Michael L.

More information

Putting names to faces: Successful encoding of associative memories activates the anterior hippocampal formation

Putting names to faces: Successful encoding of associative memories activates the anterior hippocampal formation NeuroImage 20 (2003) 1400 1410 www.elsevier.com/locate/ynimg Rapid Communication Putting names to faces: Successful encoding of associative memories activates the anterior hippocampal formation Reisa Sperling,

More information

Brain systems for encoding and retrieval of auditory-verbal memory An in vivo study in humans

Brain systems for encoding and retrieval of auditory-verbal memory An in vivo study in humans Brain systems for encoding and retrieval of auditory-verbal memory An in vivo study in humans P. C. Fletcher, 13 C. D. Frith, 1-2 P. M. Grasby, 13-4 T. Shallice, 2 R. S. J. Frackowiak 1-4 and R. J. Dolan

More information

Presupplementary Motor Area Activation during Sequence Learning Reflects Visuo-Motor Association

Presupplementary Motor Area Activation during Sequence Learning Reflects Visuo-Motor Association The Journal of Neuroscience, 1999, Vol. 19 RC1 1of6 Presupplementary Motor Area Activation during Sequence Learning Reflects Visuo-Motor Association Katsuyuki Sakai, 1,2 Okihide Hikosaka, 1 Satoru Miyauchi,

More information

The Cognitive Control of Memory: Age Differences in the Neural Correlates of Successful Remembering and Intentional Forgetting

The Cognitive Control of Memory: Age Differences in the Neural Correlates of Successful Remembering and Intentional Forgetting The Cognitive Control of Memory: Age Differences in the Neural Correlates of Successful Remembering and Intentional Forgetting Avery A. Rizio, Nancy A. Dennis* The Pennsylvania State University, Department

More information

Comparison of explicit and incidental learning strategies in memory-impaired patients. Results. Significance

Comparison of explicit and incidental learning strategies in memory-impaired patients. Results. Significance Comparison of explicit and incidental learning strategies in memory-impaired patients Christine N. Smith a,b, Zhisen J. Urgolites a,b, Ramona O. Hopkins c,d, and Larry R. Squire a,b,e,f,1 a Veterans Affairs

More information

Reading Words and Non-Words: A Joint fmri and Eye-Tracking Study

Reading Words and Non-Words: A Joint fmri and Eye-Tracking Study Reading Words and Non-Words: A Joint fmri and Eye-Tracking Study A N N - M A R I E R A P H A I L S R E B C S, S K I D M O R E C O L L E G E D R. J O H N H E N D E R S O N U N I V E R S I T Y O F S O U

More information

Neural substrates participating in acquisition of facial familiarity: an fmri study

Neural substrates participating in acquisition of facial familiarity: an fmri study NeuroImage 20 (2003) 1734 1742 www.elsevier.com/locate/ynimg Neural substrates participating in acquisition of facial familiarity: an fmri study H. Kosaka, a,b, * M. Omori, a T. Iidaka, c T. Murata, a

More information

Sex influences on material-sensitive functional lateralization in working and episodic memory: Men and women are not all that different

Sex influences on material-sensitive functional lateralization in working and episodic memory: Men and women are not all that different www.elsevier.com/locate/ynimg NeuroImage 32 (2006) 411 422 Sex influences on material-sensitive functional lateralization in working and episodic memory: Men and women are not all that different Kristen

More information

Distinct Roles for Lateral and Medial Anterior Prefrontal Cortex in Contextual Recollection

Distinct Roles for Lateral and Medial Anterior Prefrontal Cortex in Contextual Recollection J Neurophysiol 94: 813 820, 2005. First published February 23, 2005; doi:10.1152/jn.01200.2004. Distinct Roles for Lateral and Medial Anterior Prefrontal Cortex in Contextual Recollection Jon S. Simons,

More information

Experimental design. Experimental design. Experimental design. Guido van Wingen Department of Psychiatry Academic Medical Center

Experimental design. Experimental design. Experimental design. Guido van Wingen Department of Psychiatry Academic Medical Center Experimental design Guido van Wingen Department of Psychiatry Academic Medical Center guidovanwingen@gmail.com Experimental design Experimental design Image time-series Spatial filter Design matrix Statistical

More information

Author's personal copy

Author's personal copy Neuropsychologia 49 (2011) 3439 3447 Contents lists available at SciVerse ScienceDirect Neuropsychologia journal homepage: www.elsevier.com/locate/neuropsychologia Neural correlates of contextual cueing

More information

A systems neuroscience approach to memory

A systems neuroscience approach to memory A systems neuroscience approach to memory Critical brain structures for declarative memory Relational memory vs. item memory Recollection vs. familiarity Recall vs. recognition What about PDs? R-K paradigm

More information

Age-related changes in neural activity associated with familiarity, recollection and false recognition

Age-related changes in neural activity associated with familiarity, recollection and false recognition Neurobiology of Aging 31 (2010) 1814 1830 Age-related changes in neural activity associated with familiarity, recollection and false recognition Audrey Duarte, Kim S. Graham 1, Richard N. Henson Medical

More information

In Search of Recollection and Familiarity Signals in the Hippocampus

In Search of Recollection and Familiarity Signals in the Hippocampus In Search of Recollection and Familiarity Signals in the Hippocampus Peter E. Wais 1, Larry R. Squire 1,2, and John T. Wixted 1 Abstract & fmri studies of recognition memory have often been interpreted

More information