Report. Dreamed Movement Elicits Activation in the Sensorimotor Cortex

Size: px
Start display at page:

Download "Report. Dreamed Movement Elicits Activation in the Sensorimotor Cortex"

Transcription

1 Current Biology 21, , November 8, 2011 ª2011 Elsevier Ltd All rights reserved DOI /j.cub Dreamed Movement Elicits Activation in the Sensorimotor Cortex Report Martin Dresler, 1,5 Stefan P. Koch, 2,5 Renate Wehrle, 1,5 Victor I. Spoormaker, 1 Florian Holsboer, 1 Axel Steiger, 1 Philipp G. Sämann, 1 Hellmuth Obrig, 2,3,4 and Michael Czisch 1, * 1 Max Planck Institute of Psychiatry, Kraepelinstrasse 2-10, Munich, Germany 2 Berlin Neuroimaging Center, Charité University Hospital, Humboldt University of Berlin, Berlin, Germany 3 Max Planck Institute for Human Cognitive and Brain Sciences, Stephanstrasse 1, Leipzig, Germany 4 Clinic for Cognitive Neurology, University Hospital Leipzig, Leipzig, Germany Summary Since the discovery of the close association between rapid eye movement (REM) sleep and dreaming, much effort has been devoted to link physiological signatures of REM sleep to the contents of associated dreams [1 4]. Due to the impossibility of experimentally controlling spontaneous dream activity, however, a direct demonstration of dream contents by neuroimaging methods is lacking. By combining brain imaging with polysomnography and exploiting the state of lucid dreaming, we show here that a predefined motor task performed during dreaming elicits neuronal activation in the sensorimotor cortex. In lucid dreams, the subject is aware of the dreaming state and capable of performing predefined actions while all standard polysomnographic criteria of REM sleep are fulfilled [5, 6]. Using eye signals as temporal markers, neural activity measured by functional magnetic resonance imaging (fmri) and near-infrared spectroscopy (NIRS) was related to dreamed hand movements during lucid REM sleep. Though preliminary, we provide first evidence that specific contents of REM-associated dreaming can be visualized by neuroimaging. Results Lucid dreaming is a rare but robust state of sleep that can be trained [5]. Phenomenologically, it comprises features of both waking and dreaming [7]: in lucid dreams, the sleeping subject becomes aware of his or her dreaming state, has full access to memory, and is able to volitionally control dreamed actions [6]. Although all standard polysomnographic criteria of rapid eye movement (REM) sleep [8] are maintained and REM sleep muscle atonia prevents overt motor behavior, lucid dreamers are able to communicate their state by predefined volitional eye movements [6], clearly discernable in the electrooculogram (EOG) (Figure 1). Combining the techniques of lucid dreaming, polysomnography, and brain imaging via functional magnetic resonance imaging (fmri) or near-infrared spectroscopy (NIRS), we demonstrate the possibility to investigate the neural underpinnings of specific dream contents in this 5 These authors contributed equally to this work *Correspondence: czisch@mpipsykl.mpg.de case, dreamed hand clenching. Predecided eye movements served as temporal markers for the onset of hand clenching and for hand switching. Previous studies have shown that muscle atonia prevents the overt execution of dreamed hand movements, which are visible as minor muscle twitches at most [3, 9]. Subjects were instructed to make series of left and right hand movements separated by sets of left-right-left-right (LRLR) eye movements upon becoming lucid (see Experimental Procedures below; see also Supplemental Information available online). Out of six highly experienced lucid dreamers who participated in the study, two subjects succeeded in performing the task during lucid REM sleep under combined electroencephalography (EEG)-fMRI or combined EEG-NIRS conditions, respectively. As a control condition, the subjects additionally performed both an actually executed and an imagined hand-clenching task during wakefulness. Increases in blood oxygen level-dependent (BOLD) signal in the sensorimotor cortex contralateral to the indicated movement side were found in the successful fmri experiments during the two lucid REM states in one subject (Figure 2). Given the short duration of the lucid dreams, the activation of the sensorimotor cortical regions was very specific compared to wakefulness: executed hand clenching during wakefulness (WE) elicited widespread activation clusters in the contralateral pre- and postcentral gyrus (p FWE < 0.005). Collection threshold for both imagined hand movements during wakefulness (WI) and dreamed hand movements (LD) were set at p uncorr < 0.005, with voxel extent 50. Cluster significance was assessed in a volume of interest defined by the activation during executed hand movement in wakefulness. The strength of the activation was evaluated by analyzing the difference between the maximum and minimum BOLD signal amplitude in the peak voxel s time course of the respective motor regions. Strongest BOLD signal fluctuations of the peak voxel s time course can be seen during WE (left hand: 5.62%; right hand: 4.49%), whereas WI and LD showed mean fluctuations of only 1.3% 1.4% and 1.8% 2.5%, respectively (Figure 2). FMRI results were confirmed by an independent imaging method in a second subject: NIRS data showed a typical hemodynamic response pattern of increased contralateral oxygenation over the sensorimotor region during successful task performance in lucid REM sleep (Figure 3; Figure 4). Notably, during dreaming, the hemodynamic responses were smaller in the sensorimotor cortex but of similar amplitude in the supplementary motor area (SMA) when compared to overt motor performance during wakefulness. Discussion The discovery of the close relationship between REM sleep and dream reports [10, 11] boosted decades of neuroscientific research into the brain state potentially evoking vivid and intense dreams. Neurophysiological studies suggest that during REM sleep, the brain functions as a closed loop system, in which activation is triggered in pontine regions while sensory input is gated by enhanced thalamic inhibition and motor output is suppressed by atonia generated at the brain stem

2 Current Biology Vol 21 No Figure 1. Exemplary Lucid REM Sleep as Captured by Polysomnography during Simultaneous fmri Note high-frequency electroencephalogram (EEG) and minimal electromyogram (EMG) amplitude due to muscle atonia characteristic of rapid eye movement (REM) sleep (left), with wakefulness for comparison (right). Subjects were instructed to communicate the state of lucidity by quick left-right-left-right (LRLR) eye movements. Filter settings are as follows: EEG, bandpass filter Hz, with additional notch filter at 50 Hz; electrooculogram (EOG), bandpass filter Hz; EMG, bandpass filter Hz. level [4, 12]. Cortical synthesis of internally generated sensorimotor perceptions may explain partially coherent narrative dream mentation [13]. REM sleep is associated with increased cerebral blood flow in visual association areas and limbic regions as well as attenuated metabolism in dorsolateral prefrontal cortex, primary visual cortex, and precuneus [14, 15]. Such a pattern of activation has been proposed to underlie general dream features like vivid imagery, emotional experiences, and lack of insight and volition [4, 16]. The neural correlates of specific dream mentation, however, still had to be disclosed. Efforts have been made to correlate REMs to gaze direction during dreams the scanning hypothesis [1, 2] and indeed similar cortical areas are involved in eye movement generation in wake and REM sleep [17]. In a similar vein, small muscle twitches during REM sleep were presumed to signal a change in the dream content [3]. In REM behavior disorder, patients even seem to enact dream fragments [18], suggesting that dreamed motor actions involve activation of similar brain regions as during waking actions. Also in non-rem sleep, dreaming of task-related content after an intense skill-learning session hints to the possibility that the same neural systems control executed and merely dreamed motor activity [19]. Nonetheless, the main obstacle in the direct neuroscientific study of specific dream content is that spontaneous dream activity cannot be experimentally controlled because subjects typically cannot perform predecided mental actions during sleep. Hence, dream research methodology mostly relies on the evaluation of subjective reports of very diverse dream contents. However, such memory traces collected after awakening are often imprecise. Therefore it seems difficult, if not impossible, to pinpoint specific dream content in a precise temporal frame, a prerequisite for the analysis of imaging data acquired during dreaming. In the present study, we employed the skill of lucid dreaming to overcome some of these obstacles. In line with the conception that sleep atonia is generated at the brainstem level [4] and confirming earlier EEG studies [20], fmri BOLD responses were observed bilaterally in the same sensorimotor cortical regions for lucid dreaming and wakefulness. However, during dreaming, activation was much more localized in small clusters representing either generally weaker activation or focal activation of hand areas only, with signal fluctuations only in the order of 50% as compared to the actually executed task during wakefulness. Although in the fmri analysis activation in the SMA was not observed, the NIRS-measured hemodynamic responses during dreaming were smaller in the sensorimotor cortex but of similar amplitude in the SMA when compared to overt motor performance during wakefulness. The SMA is involved in timing, preparation, and monitoring of movements [21], and linked to the retrieval of a learned motor sequence especially in the absence of external cues [22]. The SMA has been attributed as a programming area active only during complex movements [23]; however, our NIRS data speak for an activation of SMA even during simple movements in this subject. This is in line with several PET and fmri studies reporting SMA activations for simple tasks such as hand clenching, single finger-tapping, and alternated finger-tapping (see Supplemental References and Supplemental Discussion of the NIRS and fmri mismatch). In general, our data support the assumption that the pattern of activation in motor imagery largely overlaps with activity corresponding to motor execution [24]. Moreover, the finding of a similar action representation for hand clenching during lucid dreaming extends the view of a common neural substrate for actions also for covert movements during this particular dreaming state. In this regard, dreamed motor activity might help to elucidate the controversy about the locus of control for the inhibition of motor output in motor imagery: because it is known that sleep atonia is generated at the brainstem level and spinal cord [4], the similarity between imagined and dreamed motor activity might be interpreted as confirmative for explanations in terms of a blocking mechanism downstream of the motor cortex in motor imagery rather than a prefrontal blockade [24]. Controversial reports exist on the involvement of M1 activation in motor imagery [23, 25, 26]: although it is typically smaller compared with that in execution [26], transient responses might be interpreted to reflect the onset of a specific motor imagination not leading to sustained M1 activation [23]. The close interaction between somatosensory and motor cortices during the performance of a movement differs between waking and dreaming. Lack of sensory feedback due to REM sleep atonia may further reduce the activation in M1 and primary somatosensory cortex. However, small muscle twitches might well occur during dreamed hand clenching [3, 9], potentially leading to residual M1 activation. Because several limitations of our study complicate the interpretation of the activation pattern, the data have to be considered as very preliminary. Due to the scarcity of the phenomenon and the complexity of the methods, we basically present two case studies of two dreams each, assessed with different methods, which naturally leaves the possibility of individual differences strongly influencing the results. Based on this, no statistical comparisons were made between conditions (WE, WI, LD) or regions. The lack of hand electromyogram (EMG) data further complicates the interpretation, and the mismatch between the two subjects concerning SMA activation can hardly be explained satisfactorily. Hence, our data could not and should not be interpreted as a thorough clarification of the neural correlates of motor activity during dreams but rather as a methodological proof of concept on how to measure neural correlates of dream content with neuroimaging methods. Although lucid dreaming comprises all defining markers of REM sleep proper [8] and all basal dream features such as hallucinations, it differs from nonlucid dreaming in its metacognitive insight into the hallucinatory nature of the dream state and full access to cognitive capabilities [7, 27]. Recent sophisticated EEG analyses have shown increased gamma band

3 Dreamed Movement Activates the Sensorimotor Cortex 1835 Figure 2. Comparison of Sensorimotor Activation during Wakefulness and Sleep Functional magnetic resonance imaging (fmri) blood oxygen level-dependent (BOLD)-response increases were contrasted between left and right hand movements (columns) in the three conditions (rows): executed hand movement during wakefulness (WE) (A), imagined hand movement during wakefulness (WI) (B), and dreamed hand movement during lucid REM sleep (LD) (C). Effects of left (right) hand movements were calculated in a fixed-effects analysis as a contrast left > right and right > left, respectively. Subpanels depict results in an SPM glass-brain view (sagital and coronal orientation) to demonstrate the regional specificity of the associated cortical activation, along with sensorimotor activation overlaid on an axial slice of the subject s T1-weighted anatomical scan (position indicated on the glass brain for condition A). Clusters of activation in the glass-brain views are marked using the numbering given in Table S1. Red outlines in the glass-brain views mark the extent of activation found in the WE condition. This region of interest (ROI) was derived from the

4 Current Biology Vol 21 No Figure 3. Near-Infrared Spectroscopy Topography Concentration changes of oxygenated (D[HbO], upper panel) and deoxygenated hemoglobin (D[HbR], lower panel) during executed (WE) and imagined (WI) hand clenching in the awake state and dreamed hand clenching (LD). The optical probe array covered an area of w cm 2 over the right sensorimotor area. The solid box indicates the ROI over the right sensorimotor cortex with near-infrared spectroscopy (NIRS)-channels surrounding the C4-EEG electrode position. NIRS channels located centrally over midline and more anterior compared to sensorimotor ROI were chosen as ROI for the supplementary motor area (SMA, dotted box). activity over frontal and frontolateral areas when comparing lucid against nonlucid REM sleep, suggesting a neural correlate of this subjectively experienced cognitive control [28]. Hence, it cannot be excluded that neural activity associated with nonlucid dreams differs from that of dream content deliberately induced by a lucid dreamer. To assess regular dream mentation in more detail, lucid dreamers might reenact certain simple dream reports and the accordant activation patterns of lucid and nonlucid dreams could be compared. Although the neuroimaging of lucid dreaming is currently hampered by the scarcity of the phenomenon even in trained subjects, promising attempts exist to enhance lucid dreaming frequency, e.g., by transcranial direct current stimulation [27]. In summary, we provide the first demonstration of imaging of specific dream contents by using the technique of lucid dreaming. This technique could be used to inversely infer specific dream content from its underlying neural activity, allowing for true dream reading. Similar to first brain reading experiments in the wake state [29], we chose a simple hand-clenching task because motor activity can be reliably located by both imaging modalities applied. The combination of lucid dreaming with neuroimaging and polysomnography is a promising technique to also transfer more sophisticated brain reading tasks [30] to the dreaming state. Future applications might therefore lead to the imaging of prototypical dream content like visual dream imagery or dreamed emotions. Experimental Procedures Six healthy male subjects (aged years, mean age 29.6 years) who had trained and practiced lucid dreaming for several years participated in the study. Whole-brain BOLD-fMRI (1.5 Tesla, 25 slices, 4 mm thickness, inplane resolution mm 2, TR 2 s, TE 40 ms) and NIRS were performed in the early morning hours during which REM sleep incidence is highest. The NIRS device was a custom-built monitor with 22 measuring channels unilaterally covering right central sensorimotor areas. Five of the six subjects underwent NIRS measurements with concurrent polysomnographic recordings during sleep for 1 3 nights, and four of the six subjects were assessed with fmri with concurrent polysomnographic recordings for 2 6 nights. Subjects were instructed to signal the onset of a lucid dream by left-right-left-right (LRLR) eye movements and to immediately start clenching their left hand in their dream. They were further instructed to repeat the LRLR signal after ten clenches and start to clench the right hand. The alternating hand-clenching task was repeated for as long as possible, with the LRLR signal indicating each changeover. Whereas a flat electromyogram (EMG) indicated REM sleep atonia, eye signals were clearly visible and distinguishable from spontaneous REMs in the EOG, providing unequivocal temporal markers for imaging analysis (Figure 1). Polysomnographic data were monitored online by a trained experimenter throughout the recording session. Immediately after participants awakened, a short dream report was prompted to verify lucidity and task compliance. Task performance was considered successful when the following three conditions were concurrently fulfilled: (1) the subject was in REM sleep, (2) EOG signals showed at least four sets of LRLR eye signals, and (3) both lucidity and dreamed hand clenching were confirmed by the subject in the subsequent verbal report. When the EEG showed clear signs of awakening after a LRLR signal, one of the investigators entered the scanner or NIRS room and inquired about task performance. Alternatively, when LRLR signals were followed by a period of about 40 s without any further signals, one of the investigators entered the scanner or NIRS room and inquired about task performance, thereby definitely awakening a potentially sleeping participant. During fmri, two subjects signaled and reported lucid dreams of sufficient length, i.e., four sets of LRLR eye signals and hand clenchings. Polysomnographic evaluation, however, revealed that one of the two subjects showed increased EMG amplitudes, which could indicate a transition to wakefulness. This subject was excluded from the analysis. The remaining subject showed two lucid dreams during which the task was correctly performed, verified by polysomnographic data matching the dream report. Two further subjects reported lucidity during fmri; however, one was not able to perform the signaling or task as a result of sudden dream termination, whereas the EEG of the other was compromised by strong sweating artefacts, thereby making any objective evaluation of sleep stage, lucidity, or task performance impossible. During NIRS, two subjects signaled and reported lucidity, but only one subject was able to successfully conduct the hand-clenching task (in two different dreams). We compared the activation pattern of lucid hand movements to executed and imagined hand movements, collected during wakefulness with both neuroimaging modalities (see Supplemental Information for details). Supplemental Information Supplemental Information includes two tables, Supplemental Results, Supplemental Experimental Procedures, and Supplemental Discussion and can be found with this article online at doi: /j.cub Acknowledgments We thank J. Allan Hobson for his advice and discussions on this topic. Received: February 9, 2011 Revised: August 31, 2011 Accepted: September 15, 2011 Published online: October 27, 2011 References 1. Dement, W., and Wolpert, E.A. (1958). The relation of eye movements, body motility, and external stimuli to dream content. J. Exp. Psychol. 55, respective activation map during executed hand movement (A), thresholded at whole-brain corrected p FWE < 0.005, cluster extent >50 voxels, and served as a ROI for analysis of the WI and LD conditions in (B) and (C), respectively. T values are color-coded as indicated. The time course of the peak voxel inside the ROI is depicted (black) along with the predicted hemodynamic response based on the external pacing (A and B) or the predefined LRLR-eye signals during (C). The maximal difference in activation of the peak voxel between conditions is indicated as percentage of BOLD signal fluctuations of the predicted time course (gray).

5 Dreamed Movement Activates the Sensorimotor Cortex 1837 Figure 4. Condition-Related NIRS Time Courses Time courses of HbO (red traces) and HbR (blue traces) from the right sensorimotor ROI (left panel) and the supplementary motor ROI SMA (right panel) for executed (WE) and imagined (WI) hand clenching in the awake state and dreamed hand clenching (LD). The time courses represent averaged time courses from NIRS channels within the respective ROI (Figure 3). For each condition, 0 s denotes the onset of hand clenching indicated by LRLR-signals. Note that the temporal dynamics, i.e., an increase in HbO and a decrease in HbR, are in line with the typical hemodynamic response. Overt movement during wakefulness (dark red/blue traces) showed the strongest hemodynamic response, whereas the motor-task during dreaming leads to smaller changes (light red/blue traces). In the SMA, the hemodynamic response was stronger during the dreamed task when compared to imagery movement during wakefulness. 2. Roffwarg, H.P., Dement, W.C., Muzio, J.N., and Fisher, C. (1962). Dream imagery: relationship to rapid eye movements of sleep. Arch. Gen. Psychiatry 7, Gardner, R., Jr., Grossman, W.I., Roffwarg, H.P., and Weiner, H. (1975). The relationship of small limb movements during REM sleep to dreamed limb action. Psychosom. Med. 37, Hobson, J.A., and Pace-Schott, E.F. (2002). The cognitive neuroscience of sleep: neuronal systems, consciousness and learning. Nat. Rev. Neurosci. 3, LaBerge, S.P. (1980). Lucid dreaming as a learnable skill: A case study. Percept. Mot. Skills 51, LaBerge, S., Nagel, L., Dement, W.C., and Zarcone, V. (1981). Lucid dreaming verified by volitional communication during REM sleep. Percept. Mot. Skills 52, Hobson, J.A. (2009). REM sleep and dreaming: towards a theory of protoconsciousness. Nat. Rev. Neurosci. 10, Rechtschaffen, A., and Kales, A. (1968). A Manual of Standardized Terminology, Techniques and Scoring System for Sleep Stages of Human Subjects (Washington, DC: Public Health Service, US Government Printing Office). 9. Erlacher, D., and Schredl, M. (2008). Do REM (lucid) dreamed and executed actions share the same neural substrate? Int. J. Dream. Res. 1, Aserinsky, E., and Kleitman, N. (1953). Regularly occurring periods of eye motility, and concomitant phenomena, during sleep. Science 118, Dement, W., and Kleitman, N. (1957). The relation of eye movements during sleep to dream activity: an objective method for the study of dreaming. J. Exp. Psychol. 53, Wehrle, R., Kaufmann, C., Wetter, T.C., Holsboer, F., Auer, D.P., Pollmächer, T., and Czisch, M. (2007). Functional microstates within human REM sleep: first evidence from fmri of a thalamocortical network specific for phasic REM periods. Eur. J. Neurosci. 25, Hobson, J.A., and McCarley, R.W. (1977). The brain as a dream state generator: an activation-synthesis hypothesis of the dream process. Am. J. Psychiatry 134, Maquet, P., Péters, J., Aerts, J., Delfiore, G., Degueldre, C., Luxen, A., and Franck, G. (1996). Functional neuroanatomy of human rapid-eyemovement sleep and dreaming. Nature 383, Braun, A.R., Balkin, T.J., Wesensten, N.J., Gwadry, F., Carson, R.E., Varga, M., Baldwin, P., Belenky, G., and Herscovitch, P. (1998). Dissociated pattern of activity in visual cortices and their projections during human rapid eye movement sleep. Science 279, Schwartz, S., and Maquet, P. (2002). Sleep imaging and the neuropsychological assessment of dreams. Trends Cogn. Sci. 6, Hong, C.C., Harris, J.C., Pearlson, G.D., Kim, J.S., Calhoun, V.D., Fallon, J.H., Golay, X., Gillen, J.S., Simmonds, D.J., van Zijl, P.C., et al. (2009). fmri evidence for multisensory recruitment associated with rapid eye movements during sleep. Hum. Brain Mapp. 30, Boeve, B.F. (2010). REM sleep behaviour disorder. Ann. N Y Acad. Sci. 1184, Wamsley, E.J., Tucker, M., Payne, J.D., Benavides, J.A., and Stickgold, R. (2010). Dreaming of a learning task is associated with enhanced sleep-dependent memory consolidation. Curr. Biol. 20, Erlacher, D., Schredl, M., and LaBerge, S. (2003). Motor area activation during dreamed hand clenching: A pilot study on EEG alpha band. Sleep Hypn. 5, Shima, K., and Tanji, J. (1998). Both supplementary and presupplementary motor areas are crucial for the temporal organization of multiple movements. J. Neurophysiol. 80, Tanji, J., and Mushiake, H. (1996). Comparison of neuronal activity in the supplementary motor area and primary motor cortex. Brain Res. Cogn. Brain Res. 3, Roland, P.E., Larsen, B., Lassen, N.A., and Skinhøj, E. (1980). Supplementary motor area and other cortical areas in organization of voluntary movements in man. J. Neurophysiol. 43, Jeannerod, M. (2006). Motor Cognition: What Actions Tell the Self (Oxford: Oxford University Press). 25. Dechent, P., Merboldt, K.-D., and Frahm, J. (2004). Is the human primary motor cortex involved in motor imagery? Cogn. Brain Res. 19, Munzert, J., Lorey, B., and Zentgraf, K. (2009). Cognitive motor processes: the role of motor imagery in the study of motor representations. Brain Res. Rev. 60, Noreika, V., Windt, J.M., and Lenggenhager, B. (2010). New perspectives fort he study of lucid dreaming: From brain stimulation to philosophical theories of self-consciousness. Int. J. Dream Res. 3, Voss, U., Holzmann, R., Tuin, I., and Hobson, J.A. (2009). Lucid dreaming: a state of consciousness with features of both waking and non-lucid dreaming. Sleep 32, Dehaene, S., Le Clec H, G., Cohen, L., Poline, J.B., van de Moortele, P.F., and Le Bihan, D. (1998). Inferring behavior from functional brain images. Nat. Neurosci. 1, Haynes, J.D., and Rees, G. (2006). Decoding mental states from brain activity in humans. Nat. Rev. Neurosci. 7,

ORIGINAL ARTICLES. Motor Area Activation During Dreamed Hand Clenching: A Pilot Study on EEG Alpha Band

ORIGINAL ARTICLES. Motor Area Activation During Dreamed Hand Clenching: A Pilot Study on EEG Alpha Band ORIGINAL ARTICLES Motor Area Activation During Dreamed Hand Clenching: A Pilot Study on EEG Alpha Band Daniel Erlacher, M.A., Michael Schredl, Ph.D., Stephen LaBerge, Ph.D. In a single participant physiological

More information

H-Reflex Suppression and Autonomic Activation During Lucid REM Sleep: A Case Study

H-Reflex Suppression and Autonomic Activation During Lucid REM Sleep: A Case Study Sleep 12(4):374-378, Raven Press, Ltd., New York 1989 Association of Professional Sleep Societies Short Communication H-Reflex Suppression and Autonomic Activation During Lucid REM Sleep: A Case Study

More information

Running head: NEURAL CORRELATES OF LUCID DREAMS: INVESTIGATING THE ROLE OF METACOGNITION AND VOLITION IN DREAMS. Dreams: N.P.

Running head: NEURAL CORRELATES OF LUCID DREAMS: INVESTIGATING THE ROLE OF METACOGNITION AND VOLITION IN DREAMS. Dreams: N.P. Running head: NEURAL CORRELATES OF LUCID DREAMS: INVESTIGATING THE ROLE OF METACOGNITION AND VOLITION IN DREAMS 1 Neural Correlates of Lucid Dreams: The Role of Metacognition and Volition Bachelor Degree

More information

Supplementary Motor Area exerts Proactive and Reactive Control of Arm Movements

Supplementary Motor Area exerts Proactive and Reactive Control of Arm Movements Supplementary Material Supplementary Motor Area exerts Proactive and Reactive Control of Arm Movements Xiaomo Chen, Katherine Wilson Scangos 2 and Veit Stuphorn,2 Department of Psychological and Brain

More information

Investigations in Resting State Connectivity. Overview

Investigations in Resting State Connectivity. Overview Investigations in Resting State Connectivity Scott FMRI Laboratory Overview Introduction Functional connectivity explorations Dynamic change (motor fatigue) Neurological change (Asperger s Disorder, depression)

More information

SUPPLEMENTARY MATERIAL. Table. Neuroimaging studies on the premonitory urge and sensory function in patients with Tourette syndrome.

SUPPLEMENTARY MATERIAL. Table. Neuroimaging studies on the premonitory urge and sensory function in patients with Tourette syndrome. SUPPLEMENTARY MATERIAL Table. Neuroimaging studies on the premonitory urge and sensory function in patients with Tourette syndrome. Authors Year Patients Male gender (%) Mean age (range) Adults/ Children

More information

Carnegie Mellon University Annual Progress Report: 2011 Formula Grant

Carnegie Mellon University Annual Progress Report: 2011 Formula Grant Carnegie Mellon University Annual Progress Report: 2011 Formula Grant Reporting Period January 1, 2012 June 30, 2012 Formula Grant Overview The Carnegie Mellon University received $943,032 in formula funds

More information

Supporting Information

Supporting Information Supporting Information Moriguchi and Hiraki 10.1073/pnas.0809747106 SI Text Differences in Brain Activation Between Preswitch and Postswitch Phases. The paired t test was used to compare the brain activation

More information

Consciousness during sleep and the effect on the appearance of dreaming

Consciousness during sleep and the effect on the appearance of dreaming Consciousness during sleep and the effect on the appearance of dreaming Bachelor thesis Nathasja Hartog Supervisor: Prof. Dr. D.G.M. Beersma Head of the Department of Chronobiology Director of the Center

More information

The cognitive neuroscience of lucid dreaming

The cognitive neuroscience of lucid dreaming The cognitive neuroscience of lucid dreaming Benjamin Baird a* Sergio A. Mota-Rolim b Martin Dresler c a Wisconsin Institute for Sleep and Consciousness, University of Wisconsin Madison, Madison, Wisconsin,

More information

Sum of Neurally Distinct Stimulus- and Task-Related Components.

Sum of Neurally Distinct Stimulus- and Task-Related Components. SUPPLEMENTARY MATERIAL for Cardoso et al. 22 The Neuroimaging Signal is a Linear Sum of Neurally Distinct Stimulus- and Task-Related Components. : Appendix: Homogeneous Linear ( Null ) and Modified Linear

More information

An Overview of BMIs. Luca Rossini. Workshop on Brain Machine Interfaces for Space Applications

An Overview of BMIs. Luca Rossini. Workshop on Brain Machine Interfaces for Space Applications An Overview of BMIs Luca Rossini Workshop on Brain Machine Interfaces for Space Applications European Space Research and Technology Centre, European Space Agency Noordvijk, 30 th November 2009 Definition

More information

Neuroimaging. BIE601 Advanced Biological Engineering Dr. Boonserm Kaewkamnerdpong Biological Engineering Program, KMUTT. Human Brain Mapping

Neuroimaging. BIE601 Advanced Biological Engineering Dr. Boonserm Kaewkamnerdpong Biological Engineering Program, KMUTT. Human Brain Mapping 11/8/2013 Neuroimaging N i i BIE601 Advanced Biological Engineering Dr. Boonserm Kaewkamnerdpong Biological Engineering Program, KMUTT 2 Human Brain Mapping H Human m n brain br in m mapping ppin can nb

More information

Benjamin Blankertz Guido Dornhege Matthias Krauledat Klaus-Robert Müller Gabriel Curio

Benjamin Blankertz Guido Dornhege Matthias Krauledat Klaus-Robert Müller Gabriel Curio Benjamin Blankertz Guido Dornhege Matthias Krauledat Klaus-Robert Müller Gabriel Curio During resting wakefulness distinct idle rhythms located over various brain areas: around 10 Hz (alpha range) over

More information

Lucid dreaming during NREM sleep: Two case reports

Lucid dreaming during NREM sleep: Two case reports NEM lucid dreaming I J o Lucid dreaming during NEM sleep: Two case reports Tadas Stumbrys 1 & aniel Erlacher 2 1 Heidelberg University, Germany 2 University of Bern, Switzerland Summary. Lucid dreams dreams

More information

5th Mini-Symposium on Cognition, Decision-making and Social Function: In Memory of Kang Cheng

5th Mini-Symposium on Cognition, Decision-making and Social Function: In Memory of Kang Cheng 5th Mini-Symposium on Cognition, Decision-making and Social Function: In Memory of Kang Cheng 13:30-13:35 Opening 13:30 17:30 13:35-14:00 Metacognition in Value-based Decision-making Dr. Xiaohong Wan (Beijing

More information

Development of a New Rehabilitation System Based on a Brain-Computer Interface Using Near-Infrared Spectroscopy

Development of a New Rehabilitation System Based on a Brain-Computer Interface Using Near-Infrared Spectroscopy Development of a New Rehabilitation System Based on a Brain-Computer Interface Using Near-Infrared Spectroscopy Takafumi Nagaoka, Kaoru Sakatani, Takayuki Awano, Noriaki Yokose, Tatsuya Hoshino, Yoshihiro

More information

Physiology Unit 2 CONSCIOUSNESS, THE BRAIN AND BEHAVIOR

Physiology Unit 2 CONSCIOUSNESS, THE BRAIN AND BEHAVIOR Physiology Unit 2 CONSCIOUSNESS, THE BRAIN AND BEHAVIOR In Physiology Today What the Brain Does The nervous system determines states of consciousness and produces complex behaviors Any given neuron may

More information

Simultaneous Real-Time Detection of Motor Imagery and Error-Related Potentials for Improved BCI Accuracy

Simultaneous Real-Time Detection of Motor Imagery and Error-Related Potentials for Improved BCI Accuracy Simultaneous Real-Time Detection of Motor Imagery and Error-Related Potentials for Improved BCI Accuracy P. W. Ferrez 1,2 and J. del R. Millán 1,2 1 IDIAP Research Institute, Martigny, Switzerland 2 Ecole

More information

Stuttering Research. Vincent Gracco, PhD Haskins Laboratories

Stuttering Research. Vincent Gracco, PhD Haskins Laboratories Stuttering Research Vincent Gracco, PhD Haskins Laboratories Stuttering Developmental disorder occurs in 5% of children Spontaneous remission in approximately 70% of cases Approximately 1% of adults with

More information

Chapter 5. Summary and Conclusions! 131

Chapter 5. Summary and Conclusions! 131 ! Chapter 5 Summary and Conclusions! 131 Chapter 5!!!! Summary of the main findings The present thesis investigated the sensory representation of natural sounds in the human auditory cortex. Specifically,

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

Supplemental Information

Supplemental Information Current Biology, Volume 22 Supplemental Information The Neural Correlates of Crowding-Induced Changes in Appearance Elaine J. Anderson, Steven C. Dakin, D. Samuel Schwarzkopf, Geraint Rees, and John Greenwood

More information

Neurophysiology of systems

Neurophysiology of systems Neurophysiology of systems Motor cortex (voluntary movements) Dana Cohen, Room 410, tel: 7138 danacoh@gmail.com Voluntary movements vs. reflexes Same stimulus yields a different movement depending on context

More information

Modules 7. Consciousness and Attention. sleep/hypnosis 1

Modules 7. Consciousness and Attention. sleep/hypnosis 1 Modules 7 Consciousness and Attention sleep/hypnosis 1 Consciousness Our awareness of ourselves and our environments. sleep/hypnosis 2 Dual Processing Our perceptual neural pathways have two routes. The

More information

STRUCTURAL ORGANIZATION OF THE NERVOUS SYSTEM

STRUCTURAL ORGANIZATION OF THE NERVOUS SYSTEM STRUCTURAL ORGANIZATION OF THE NERVOUS SYSTEM STRUCTURAL ORGANIZATION OF THE BRAIN The central nervous system (CNS), consisting of the brain and spinal cord, receives input from sensory neurons and directs

More information

Physiological Mechanisms of Lucid Dreaming. Stephen LaBerge Sleep Research Center Stanford University

Physiological Mechanisms of Lucid Dreaming. Stephen LaBerge Sleep Research Center Stanford University Physiological Mechanisms of Lucid Dreaming Stephen LaBerge Sleep Research Center Stanford University For those of you here who aren t familiar with the general approach we have been using in our research

More information

Effects Of Attention And Perceptual Uncertainty On Cerebellar Activity During Visual Motion Perception

Effects Of Attention And Perceptual Uncertainty On Cerebellar Activity During Visual Motion Perception Effects Of Attention And Perceptual Uncertainty On Cerebellar Activity During Visual Motion Perception Oliver Baumann & Jason Mattingley Queensland Brain Institute The University of Queensland The Queensland

More information

HST 583 fmri DATA ANALYSIS AND ACQUISITION

HST 583 fmri DATA ANALYSIS AND ACQUISITION HST 583 fmri DATA ANALYSIS AND ACQUISITION Neural Signal Processing for Functional Neuroimaging Neuroscience Statistics Research Laboratory Massachusetts General Hospital Harvard Medical School/MIT Division

More information

Combining tdcs and fmri. OHMB Teaching Course, Hamburg June 8, Andrea Antal

Combining tdcs and fmri. OHMB Teaching Course, Hamburg June 8, Andrea Antal Andrea Antal Department of Clinical Neurophysiology Georg-August University Goettingen Combining tdcs and fmri OHMB Teaching Course, Hamburg June 8, 2014 Classical Biomarkers for measuring human neuroplasticity

More information

The Tools: Imaging the Living Brain

The Tools: Imaging the Living Brain The Tools: Imaging the Living Brain I believe the study of neuroimaging has supported the localization of mental operations within the human brain. -Michael I. Posner, 2003 Neuroimaging methods Since Descarte

More information

Motor Systems I Cortex. Reading: BCP Chapter 14

Motor Systems I Cortex. Reading: BCP Chapter 14 Motor Systems I Cortex Reading: BCP Chapter 14 Principles of Sensorimotor Function Hierarchical Organization association cortex at the highest level, muscles at the lowest signals flow between levels over

More information

MSc Neuroimaging for Clinical & Cognitive Neuroscience

MSc Neuroimaging for Clinical & Cognitive Neuroscience MSc Neuroimaging for Clinical & Cognitive Neuroscience School of Psychological Sciences Faculty of Medical & Human Sciences Module Information *Please note that this is a sample guide to modules. The exact

More information

Running title: tdcs effects on dream lucidity. Testing the involvement of the prefrontal cortex in lucid dreaming: A tdcs study

Running title: tdcs effects on dream lucidity. Testing the involvement of the prefrontal cortex in lucid dreaming: A tdcs study Running title: tdcs effects on dream lucidity Testing the involvement of the prefrontal cortex in lucid dreaming: A tdcs study Tadas Stumbrys 1,2, Daniel Erlacher 3, Michael Schredl 2 1 Institute of Sports

More information

Intrinsic Signal Optical Imaging

Intrinsic Signal Optical Imaging Intrinsic Signal Optical Imaging Introduction Intrinsic signal optical imaging (ISOI) is a technique used to map dynamics in single cells, brain slices and even and most importantly entire mammalian brains.

More information

Validation of non- REM sleep stage decoding from resting state fmri using linear support vector machines

Validation of non- REM sleep stage decoding from resting state fmri using linear support vector machines Validation of non- REM sleep stage decoding from resting state fmri using linear support vector machines Altmann A. 1,2,7 *, Schröter M.S. 1,3 *, Spoormaker V.I. 1, Kiem S.A. 1, Jordan D. 4, Ilg R. 5,6,

More information

Source localisation in the clinical practice: spontaneous EEG examinations with LORETA. Ph.D. thesis. Márton Tamás Tóth M.D.

Source localisation in the clinical practice: spontaneous EEG examinations with LORETA. Ph.D. thesis. Márton Tamás Tóth M.D. Source localisation in the clinical practice: spontaneous EEG examinations with LORETA Ph.D. thesis Márton Tamás Tóth M.D. Department of Neurology, University of Pécs Leader of project:: Prof. István Kondákor,

More information

Concurrent near-infrared spectroscopy (NIRS) and functional magnetic resonance imaging (fmri) of the brain

Concurrent near-infrared spectroscopy (NIRS) and functional magnetic resonance imaging (fmri) of the brain Motor cortex activation fmri Near-infrared imaging Concurrent near-infrared spectroscopy (NIRS) and functional magnetic resonance imaging (fmri) of the brain Sergio Fantini s group, Department of Biomedical

More information

The Concurrence of Fine Muscle Activity and Rapid Eye Movements During Sleep

The Concurrence of Fine Muscle Activity and Rapid Eye Movements During Sleep The Concurrence of Fine Muscle Activity and Rapid Eye Movements During Sleep BILL J. BALDRIDGE, B.A., ROY M. WHITMAN, M.D., and MILTON KRAMER, M.D. Body movements were detected by means of highly sensitive

More information

5/2/2013. Real-time fmri: Methods and applications

5/2/2013. Real-time fmri: Methods and applications Real-time fmri: Methods and applications Frank Scharnowski Non-invasive imaging technique PET Magnetic Resonance Imaging (MRI) NIRS EEG MEG Functional MRI Structural MRI Perfusion MRI Diffusion MRI MR

More information

Neural Correlates of Human Cognitive Function:

Neural Correlates of Human Cognitive Function: Neural Correlates of Human Cognitive Function: A Comparison of Electrophysiological and Other Neuroimaging Approaches Leun J. Otten Institute of Cognitive Neuroscience & Department of Psychology University

More information

Conscious control of movements: increase of temporal precision in voluntarily delayed actions

Conscious control of movements: increase of temporal precision in voluntarily delayed actions Acta Neurobiol. Exp. 2001, 61: 175-179 Conscious control of movements: increase of temporal precision in voluntarily delayed actions El bieta Szel¹g 1, Krystyna Rymarczyk 1 and Ernst Pöppel 2 1 Department

More information

Unconscious determinants of free decisions in the human brain

Unconscious determinants of free decisions in the human brain Unconscious determinants of free decisions in the human brain Chun Siong Soon 1,2, Marcel Brass 1,3, Hans-Jochen Heinze 4 & John-Dylan Haynes* 1,2 1 Max Planck Institute for Human Cognitive and Brain Sciences,

More information

Human Paleoneurology and the Evolution of the Parietal Cortex

Human Paleoneurology and the Evolution of the Parietal Cortex PARIETAL LOBE The Parietal Lobes develop at about the age of 5 years. They function to give the individual perspective and to help them understand space, touch, and volume. The location of the parietal

More information

How do individuals with congenital blindness form a conscious representation of a world they have never seen? brain. deprived of sight?

How do individuals with congenital blindness form a conscious representation of a world they have never seen? brain. deprived of sight? How do individuals with congenital blindness form a conscious representation of a world they have never seen? What happens to visual-devoted brain structure in individuals who are born deprived of sight?

More information

Physiology Unit 2 CONSCIOUSNESS, THE BRAIN AND BEHAVIOR

Physiology Unit 2 CONSCIOUSNESS, THE BRAIN AND BEHAVIOR Physiology Unit 2 CONSCIOUSNESS, THE BRAIN AND BEHAVIOR What the Brain Does The nervous system determines states of consciousness and produces complex behaviors Any given neuron may have as many as 200,000

More information

Introduction to Electrophysiology

Introduction to Electrophysiology Introduction to Electrophysiology Dr. Kwangyeol Baek Martinos Center for Biomedical Imaging Massachusetts General Hospital Harvard Medical School 2018-05-31s Contents Principles in Electrophysiology Techniques

More information

Neuroimaging and Assessment Methods

Neuroimaging and Assessment Methods Psych 2200, Lecture 5 Experimental Design and Brain Imaging Methods Tues Sept 15, 2015 Revised TA office hours (Sam), today 4-5p, and wed 11:30-1:30. I will not have office hours this thurs but you should

More information

Biomedical Research 2013; 24 (3): ISSN X

Biomedical Research 2013; 24 (3): ISSN X Biomedical Research 2013; 24 (3): 359-364 ISSN 0970-938X http://www.biomedres.info Investigating relative strengths and positions of electrical activity in the left and right hemispheres of the human brain

More information

Lucid Dreaming and Consciousness: A Theoretical Investigation

Lucid Dreaming and Consciousness: A Theoretical Investigation Lucid Dreaming and Consciousness: A Theoretical Investigation Master Degree Project in Cognitive Neuroscience One year Advanced level 30 ECTS Spring term 2015 Nuno Alexandre Pinto Supervisor: Paavo Pylkkänen

More information

Spontaneous EEG and Sleep Donders MEG/EEG Toolkit Martin Dresler

Spontaneous EEG and Sleep Donders MEG/EEG Toolkit Martin Dresler Spontaneous EEG and Sleep Donders MEG/EEG Toolkit Martin Dresler Spontaneous EEG and Sleep Agenda Recording methods Oscillations on different time scales Examples: functions of sleep Polysomnography Electroencephalogram

More information

Neuroscience of Consciousness I

Neuroscience of Consciousness I 1 C83MAB: Mind and Brain Neuroscience of Consciousness I Tobias Bast, School of Psychology, University of Nottingham 2 What is consciousness? 3 Consciousness State of consciousness - Being awake/alert/attentive/responsive

More information

Physiology of Normal Sleep: From Young to Old

Physiology of Normal Sleep: From Young to Old Physiology of Normal Sleep: From Young to Old V. Mohan Kumar Sree Chitra Tirunal Institute for Medical Sciences and Technology, Thiruvananthapuram 1 What is sleep? As per behavioral criteria: Reduced motor

More information

Lucid Dreaming: Physiological Correlates of Consciousness during REM Sleep

Lucid Dreaming: Physiological Correlates of Consciousness during REM Sleep 1986 The Institute of Mind and Behavior, Inc. 25 1 [1211 The Journal of Mind and Behavior Spring and Summer 1986, Volume 7, Numbers 2 and 3 Pages 251 [121J-258 [128] ISSN 0271-0137 ISBN 0-930195-02-7 Lucid

More information

Do women with fragile X syndrome have problems in switching attention: Preliminary findings from ERP and fmri

Do women with fragile X syndrome have problems in switching attention: Preliminary findings from ERP and fmri Brain and Cognition 54 (2004) 235 239 www.elsevier.com/locate/b&c Do women with fragile X syndrome have problems in switching attention: Preliminary findings from ERP and fmri Kim Cornish, a,b, * Rachel

More information

The Nervous System. Neuron 01/12/2011. The Synapse: The Processor

The Nervous System. Neuron 01/12/2011. The Synapse: The Processor The Nervous System Neuron Nucleus Cell body Dendrites they are part of the cell body of a neuron that collect chemical and electrical signals from other neurons at synapses and convert them into electrical

More information

Supporting Information

Supporting Information Supporting Information Lingnau et al. 10.1073/pnas.0902262106 Fig. S1. Material presented during motor act observation (A) and execution (B). Each row shows one of the 8 different motor acts. Columns in

More information

fmri (functional MRI)

fmri (functional MRI) Lesion fmri (functional MRI) Electroencephalogram (EEG) Brainstem CT (computed tomography) Scan Medulla PET (positron emission tomography) Scan Reticular Formation MRI (magnetic resonance imaging) Thalamus

More information

Amy Kruse, Ph.D. Strategic Analysis, Inc. LCDR Dylan Schmorrow USN Defense Advanced Research Projects Agency

Amy Kruse, Ph.D. Strategic Analysis, Inc. LCDR Dylan Schmorrow USN Defense Advanced Research Projects Agency What can modern neuroscience technologies offer the forward-looking applied military psychologist? Exploring the current and future use of EEG and NIR in personnel selection and training. Amy Kruse, Ph.D.

More information

The AASM Manual for the Scoring of Sleep and Associated Events

The AASM Manual for the Scoring of Sleep and Associated Events The AASM Manual for the Scoring of Sleep and Associated Events Summary of Updates in Version 2.1 July 1, 2014 The American Academy of Sleep Medicine (AASM) is committed to ensuring that The AASM Manual

More information

Sleep Stages Solution v0.1

Sleep Stages Solution v0.1 Sleep Stages Solution v0.1 June 2016 Table of contents Key terms... 2 Introduction... 2 Test Protocol... 3 Inputs and Outputs... 4 Validation and Accuracy... 4 Example datasets... 6 Limitations of the

More information

EEG alpha power and alpha power asymmetry in sleep and wakefulness

EEG alpha power and alpha power asymmetry in sleep and wakefulness Psychophysiology, 36 ~1999!, 430 436. Cambridge University Press. Printed in the USA. Copyright 1999 Society for Psychophysiological Research EEG alpha power and alpha power asymmetry in sleep and wakefulness

More information

Define functional MRI. Briefly describe fmri image acquisition. Discuss relative functional neuroanatomy. Review clinical applications.

Define functional MRI. Briefly describe fmri image acquisition. Discuss relative functional neuroanatomy. Review clinical applications. Dr. Peter J. Fiester November 14, 2012 Define functional MRI. Briefly describe fmri image acquisition. Discuss relative functional neuroanatomy. Review clinical applications. Briefly discuss a few examples

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

Frontal Electroencephalogram Alpha Asymmetry During Sleep: Stability and Its Relation to Affective Style

Frontal Electroencephalogram Alpha Asymmetry During Sleep: Stability and Its Relation to Affective Style Emotion Copyright 2003 by the American Psychological Association, Inc. 2003, Vol. 3, No. 4, 401 407 1528-3542/03/$12.00 DOI: 10.1037/1528-3542.3.4.401 Frontal Electroencephalogram Alpha Asymmetry During

More information

Homework Week 2. PreLab 2 HW #2 Synapses (Page 1 in the HW Section)

Homework Week 2. PreLab 2 HW #2 Synapses (Page 1 in the HW Section) Homework Week 2 Due in Lab PreLab 2 HW #2 Synapses (Page 1 in the HW Section) Reminders No class next Monday Quiz 1 is @ 5:30pm on Tuesday, 1/22/13 Study guide posted under Study Aids section of website

More information

Cortical Control of Movement

Cortical Control of Movement Strick Lecture 2 March 24, 2006 Page 1 Cortical Control of Movement Four parts of this lecture: I) Anatomical Framework, II) Physiological Framework, III) Primary Motor Cortex Function and IV) Premotor

More information

Nature Neuroscience: doi: /nn Supplementary Figure 1. Large-scale calcium imaging in vivo.

Nature Neuroscience: doi: /nn Supplementary Figure 1. Large-scale calcium imaging in vivo. Supplementary Figure 1 Large-scale calcium imaging in vivo. (a) Schematic illustration of the in vivo camera imaging set-up for large-scale calcium imaging. (b) High-magnification two-photon image from

More information

Hierarchical Neural Representation of Dreamed Objects Revealed by Brain Decoding with Deep Neural Network Features

Hierarchical Neural Representation of Dreamed Objects Revealed by Brain Decoding with Deep Neural Network Features Hierarchical Neural Representation of Dreamed Objects Revealed by Brain Decoding with Deep Neural Network Features Tomoyasu Horikawa 1, Yukiyasu Kamitani 1,2* 1 Computational Neuroscience Laboratories,

More information

Supplementary materials for: Executive control processes underlying multi- item working memory

Supplementary materials for: Executive control processes underlying multi- item working memory Supplementary materials for: Executive control processes underlying multi- item working memory Antonio H. Lara & Jonathan D. Wallis Supplementary Figure 1 Supplementary Figure 1. Behavioral measures of

More information

SYS II: Systemic Neuroscience: Emotion and other higher functions. 1-2,4 Prof. Inga Neumann, UR Zoology Neuroendocrinology of emotions

SYS II: Systemic Neuroscience: Emotion and other higher functions. 1-2,4 Prof. Inga Neumann, UR Zoology Neuroendocrinology of emotions Lectures SYS II: Systemic Neuroscience: Emotion and other higher functions 1-2,4 Prof. Inga Neumann, UR Zoology Neuroendocrinology of emotions The lectures will start with a repetition of main neuroendocrine

More information

The Brain Studying & Structures. Unit 3

The Brain Studying & Structures. Unit 3 The Brain Studying & Structures Unit 3 Modified PowerPoint from: Aneeq Ahmad -- Henderson State University. Worth Publishers 2007 Learning Objectives Describe the nervous system and its subdivisions and

More information

Peripheral facial paralysis (right side). The patient is asked to close her eyes and to retract their mouth (From Heimer) Hemiplegia of the left side. Note the characteristic position of the arm with

More information

Evolutionary Psychology 12/6/2012

Evolutionary Psychology 12/6/2012 Psychology: the scientific study of behavior and mental processes Biopsychology: the subarea which attempts to understand behavior & mental processes by studying their underlying physiological or biological

More information

fmri: What Does It Measure?

fmri: What Does It Measure? fmri: What Does It Measure? Psychology 355: Cognitive Psychology Instructor: John Miyamoto 04/02/2018: Lecture 02-1 Note: This Powerpoint presentation may contain macros that I wrote to help me create

More information

To appear in: The Oxford Handbook of Spontaneous Thought: Mind- wandering, Creativity,

To appear in: The Oxford Handbook of Spontaneous Thought: Mind- wandering, Creativity, Neural correlates of self- generated imagery and cognition throughout the sleep cycle Kieran C. R. Fox a,* and Manesh Girn a a Department of Psychology, University of British Columbia, 2136 West Mall,

More information

III. Studying The Brain and Other Structures

III. Studying The Brain and Other Structures III. Studying The Brain and Other Structures 1. Accidents (case study) In 1848, a railroad worker named Phineas Gage was involved in an accident that damaged the front part of his brain. Gage s doctor

More information

SLEEP. -in 1953, first demonstration that brain was active during sleep. 4. Stages 3& 4: Delta Waves, large slow waves; deep sleep

SLEEP. -in 1953, first demonstration that brain was active during sleep. 4. Stages 3& 4: Delta Waves, large slow waves; deep sleep SLEEP DEF: altered state, between waking and unconsciousness, defined by specific patterns of brain activity. I. How much sleep do I need? 1. Long vs. Short Sleepers -across developmental stages -individual

More information

Clinically Available Optical Topography System

Clinically Available Optical Topography System Clinically Available Optical Topography System Clinically Available Optical Topography System 18 Fumio Kawaguchi Noriyoshi Ichikawa Noriyuki Fujiwara Yûichi Yamashita Shingo Kawasaki OVERVIEW: Progress

More information

Biological Rhythms, Sleep, and Dreaming. Elaine M. Hull

Biological Rhythms, Sleep, and Dreaming. Elaine M. Hull Biological Rhythms, Sleep, and Dreaming Elaine M. Hull Rhythms of Waking and Sleeping Animals generate 24 hour cycles of wakefulness and sleep. Some animals generate endogenous circannual rhythms (yearly

More information

Lucid Dreaming: Neural Correlates and Practical Applications

Lucid Dreaming: Neural Correlates and Practical Applications KLÁRA ERTL Lucid Dreaming: Neural Correlates and Practical Applications A literature review on the brain mechanisms involved in lucid dreaming and the possible utility of its practice Review Lucid dreaming

More information

Introduction to Functional MRI

Introduction to Functional MRI Introduction to Functional MRI Douglas C. Noll Department of Biomedical Engineering Functional MRI Laboratory University of Michigan Outline Brief overview of physiology and physics of BOLD fmri Background

More information

EEG Sleep Circadian rhythms Learning Objectives: 121, 122

EEG Sleep Circadian rhythms Learning Objectives: 121, 122 EEG Sleep Circadian rhythms Learning Objectives: 121, 122 Zoltán Lelkes Electroencenphalography Hans Berger pen time amplifier electrodes 1 The waves of the EEG gamma > 30 Hz beta: 13-30 Hz Mental activity:

More information

FINAL PROGRESS REPORT

FINAL PROGRESS REPORT (1) Foreword (optional) (2) Table of Contents (if report is more than 10 pages) (3) List of Appendixes, Illustrations and Tables (if applicable) (4) Statement of the problem studied FINAL PROGRESS REPORT

More information

Functional Magnetic Resonance Imaging with Arterial Spin Labeling: Techniques and Potential Clinical and Research Applications

Functional Magnetic Resonance Imaging with Arterial Spin Labeling: Techniques and Potential Clinical and Research Applications pissn 2384-1095 eissn 2384-1109 imri 2017;21:91-96 https://doi.org/10.13104/imri.2017.21.2.91 Functional Magnetic Resonance Imaging with Arterial Spin Labeling: Techniques and Potential Clinical and Research

More information

Cerebral Cortex 1. Sarah Heilbronner

Cerebral Cortex 1. Sarah Heilbronner Cerebral Cortex 1 Sarah Heilbronner heilb028@umn.edu Want to meet? Coffee hour 10-11am Tuesday 11/27 Surdyk s Overview and organization of the cerebral cortex What is the cerebral cortex? Where is each

More information

Oscillations: From Neuron to MEG

Oscillations: From Neuron to MEG Oscillations: From Neuron to MEG Educational Symposium, MEG UK 2014, Nottingham, Jan 8th 2014 Krish Singh CUBRIC, School of Psychology Cardiff University What are we trying to achieve? Bridge the gap from

More information

Lateral view of human brain! Cortical processing of touch!

Lateral view of human brain! Cortical processing of touch! Lateral view of human brain! Cortical processing of touch! How do we perceive objects held in the hand?! Touch receptors deconstruct objects to detect local features! Information is transmitted in parallel

More information

The Central Nervous System

The Central Nervous System The Central Nervous System Cellular Basis. Neural Communication. Major Structures. Principles & Methods. Principles of Neural Organization Big Question #1: Representation. How is the external world coded

More information

The previous three chapters provide a description of the interaction between explicit and

The previous three chapters provide a description of the interaction between explicit and 77 5 Discussion The previous three chapters provide a description of the interaction between explicit and implicit learning systems. Chapter 2 described the effects of performing a working memory task

More information

Experimental Design. Outline. Outline. A very simple experiment. Activation for movement versus rest

Experimental Design. Outline. Outline. A very simple experiment. Activation for movement versus rest Experimental Design Kate Watkins Department of Experimental Psychology University of Oxford With thanks to: Heidi Johansen-Berg Joe Devlin Outline Choices for experimental paradigm Subtraction / hierarchical

More information

Attentional Networks and the Semantics of Consciousness 1

Attentional Networks and the Semantics of Consciousness 1 Attentional Networks and the Semantics of Consciousness 1 Michael I. Posner University of Oregon ABSTRACT The term consciousness is an important one in the vernacular of the western literature in many

More information

Hippocampal mechanisms of memory and cognition. Matthew Wilson Departments of Brain and Cognitive Sciences and Biology MIT

Hippocampal mechanisms of memory and cognition. Matthew Wilson Departments of Brain and Cognitive Sciences and Biology MIT Hippocampal mechanisms of memory and cognition Matthew Wilson Departments of Brain and Cognitive Sciences and Biology MIT 1 Courtesy of Elsevier, Inc., http://www.sciencedirect.com. Used with permission.

More information

EEG Arousals: Scoring Rules and Examples. A Preliminary Report from the Sleep Disorders Atlas Task Force of the American Sleep Disorders Association

EEG Arousals: Scoring Rules and Examples. A Preliminary Report from the Sleep Disorders Atlas Task Force of the American Sleep Disorders Association EEG Arousals: Scoring Rules and Examples A Preliminary Report from the Sleep Disorders Atlas Task Force of the American Sleep Disorders Association Sleep in patients with a number of sleep disorders and

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

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

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

Outline. Biological Psychology: Research Methods. Dr. Katherine Mickley Steinmetz

Outline. Biological Psychology: Research Methods. Dr. Katherine Mickley Steinmetz Biological Psychology: Research Methods Dr. Katherine Mickley Steinmetz Outline Neuroscience Methods Histology Electrophysiological Recordings Lesion Neuroimaging Neuroanatomy Histology: Brain structure

More information

Transcranial Magnetic Stimulation

Transcranial Magnetic Stimulation Transcranial Magnetic Stimulation Session 4 Virtual Lesion Approach I Alexandra Reichenbach MPI for Biological Cybernetics Tübingen, Germany Today s Schedule Virtual Lesion Approach : Study Design Rationale

More information

Supplementary Material. Functional connectivity in multiple cortical networks is associated with performance. across cognitive domains in older adults

Supplementary Material. Functional connectivity in multiple cortical networks is associated with performance. across cognitive domains in older adults Supplementary Material Functional connectivity in multiple cortical networks is associated with performance across cognitive domains in older adults Emily E. Shaw 1,2, Aaron P. Schultz 1,2,3, Reisa A.

More information