Cerebellar circuits and synaptic mechanisms involved in classical eyeblink conditioning

Size: px
Start display at page:

Download "Cerebellar circuits and synaptic mechanisms involved in classical eyeblink conditioning"

Transcription

1 S.A. Fisher et al. Short-term synaptic enhancement 106 Tang, Y-G. and Zucker, R.S. (1995) Soc. Neurosci. Abstr. 21, Werth, J.L., Usachev, Y.M. and Thayer, S.A. (1996) J. Neurosci. 16, Lee, W-L., Anwyl, R. and Rowan, M. (1987) Brain Res. 426, Benham, C.D., Evans, M.L. and McBain, C.J. (1992) J. Physiol. 455, Gunter, T.E. and Pfeiffer, D.R. (1990) Am. J. Physiol. 258, C755 C Fischer, T.M. and Carew, T.J. (1993) J. Neurosci. 13, Walters, E.T. and Byrne, J.H. (1984) Brain Res. 293, Landgren, S., Phillips, C.G. and Porter, R. (1962) J. Physiol. 161, Racine, R.J. and Milgram, N.W. (1983) Brain Res. 260, Fischer, T.M., Zucker, R.S. and Carew, T.J. (1996) Soc. Neurosci. Abstr. 22, Blazis, D.E.J. et al. (1994) Soc. Neurosci. Abstr. 20, Fisher, S.A., Fischer, T.M. and Carew, T.J. (1995) Soc. Neurosci. Abstr. 21, Buonomano, D., Hickmott, P. and Merzenich, M. (1995) Soc. Neurosci. Abstr. 21, Buonomano, D.V. and Merzenich, M.M. (1995) Science 267, Nelson, S.B. et al. in Computational and Neural Systems (in press) 121 Abbott, L.F. in Computational and Neural Systems (in press) 122 Atwood, H.I. and Bittner, G.D. (1971) J. Physiol. 34, Bittner, G.D. (1968) J. Gen. Physiol. 51, Wojtowicz, J.M., Marin, L. and Atwood, H.L. (1994) J. Neurosci. 14, Acknowledgements We thank T.J. Sejnowski and R.S. Zucker for very helpful comments on an earlier draft of this manuscript. This work was supported by NIMH grant MH48672 to TJC and NIMH grant MH10334 to TMF. Cerebellar circuits and synaptic mechanisms involved in classical eyeblink conditioning Jeansok J. Kim and Richard F. Thompson There is increasing evidence that, in addition to its major functional role in the regulation of fine motor control, the cerebellum is involved in other important functions, such as sensory motor learning and memory. Classical conditioning of the eyeblink or nictitating membrane response (and other discrete behavioral responses) is a form of sensory motor learning that depends crucially upon the cerebellum. Within the cerebellum, however, the relative importance of the cerebellar cortex and the deep cerebellar nuclei in eyeblink conditioning is unclear and disputed. Recent studies employing various mutant mice provide an effective approach to resolving this controversy. Eyeblink conditioning in spontaneous mutant mice deficient in Purkinje cells, the exclusive output neurons of the cerebellar cortex, indicate that both the cerebellar cortex and the interpositus nucleus are important. Furthermore, studies involving gene knockout mice suggest that long-term depression, a process of synaptic plasticity occurring in Purkinje cells, might be involved in eyeblink conditioning. Trends Neurosci. (1997) 20, APREREQUISITE to understanding the neural mechanisms by which an organism acquires and retains information is the identification of the site(s) of learning and memory storage. While substantial progress has been made in elucidating the memory mechanisms in simpler invertebrate systems 1 3, for many years, the task of localizing learning and memory has been the main obstacle in understanding memory mechanisms in mammalian systems. It now appears that in mammals there are different forms or aspects of memory that are subserved by different brain structures 4. For example, the hippocampus seems to be important for spatial, contextual and relational memories 4 6, whereas the amygdala appears to be crucial for emotional (fear) memories 7,8. The cerebellum, by contrast, is necessary for classical conditioning of the eyeblink, or nictitating membrane response, and other discrete behavioral responses 9,10. Classical or Pavlovian conditioning is the simplest form of associative learning by which animals, including humans, learn relations among events in the world so that their future behaviors are better adapted to their environments 11. For biological analysis, eyeblink conditioning (and other types of classical conditioning) provides an important advantage over complex forms of learning in that the stimuli involved are well defined and can be precisely controlled. Typically, a discrete conditioned stimulus (CS; usually a tone) is paired with a discrete unconditioned stimulus (US; usually an airpuff to the eye) with particular temporal relationships between the CS and US. The naive animal exhibits eyeblinks only to the airpuff US; this unlearned eyeblink behavior to the US is referred to as the unconditioned response (UR). Over the course of training, the animal gradually develops a conditioned response (CR) to the CS that mimics the UR, precedes the US in onset time, and peaks at about the time of US onset. As only two stimuli are involved, the learning or association of CS and US has to occur at the brain sites where the two forms of information converge. Jeansok J. Kim is at the Dept of Psychology, Yale University, New Haven, CT , USA. Richard F. Thompson is at the Neuroscience Program, University of Southern California, Los Angeles, CA , USA. Copyright 1997, Elsevier Science Ltd. All rights reserved /97/$17.00 PII: S (96) TINS Vol. 20, No. 4,

2 J.J. Kim and R.F. Thompson Mutant mice and eyeblink conditioning Cerebellum and eyeblink conditioning Converging lines of evidence from lesioning, recording, stimulation, reversible inactivation and brain-imaging studies indicate that the cerebellum is essential for eyeblink conditioning, a type of discrete sensory motor learning 9,10. In brief, selective lesions (electrolytic or chemical) of the cerebellum prevent the acquisition and retention of conditioned eyeblink responses. Correspondingly, electrophysiological studies indicate that cells in specific regions of the cerebellum undergo learning-induced changes during eyeblink conditioning. For example, many Purkinje cells in the cortex (particularly in lobule HVI) decrease their activity 9 while cells in the interpositus nucleus increase their activity 12, which is consistent with inhibitory projections from the cortex to the interpositus nucleus. The involvement of the cerebellum in eyeblink conditioning is also supported by studies that show that electrical stimulation of the two major afferents to the cerebellum the mossy fibers from the pontine nuclei and the climbing fibers from the inferior olive can substitute for the peripheral CS and US, respectively 9. Because limited lesions of the pontine nuclei (specifically the lateral region) abolish CRs to a tone CS but not to a light CS (Ref. 13), and localized lesions of the inferior olive in well-trained animals result in behavioral extinction (of conditioned eyeblink responses 14 and conditioned limbflexion responses 15 ; but see Yeo and associates 16 who found abolition of CRs following dorsal accessory olive lesions) with continued CS US paired training, these afferent structures are not likely to be the major sites of memory storage. (Sears and Steinmetz 17 reported that neuronal unit activity recorded in the dorsal accessory olive exhibited no responses to the tone CS and a clear elicited increase in unit activity to the onset of the corneal airpuff US before training, suggesting that the memory trace is not in the dorsal accessory olive. Moreover, this US-elicited neuronal activity decreases as animals learn and perform the CR but is still fully present on trials to the US alone, a finding consistent with the hypothesis that the inferior olive, via its climbing fiber projections, provides the US or reinforcing input to the cerebellum.) Most important, perhaps, is that reversible inactivation of the anterior interpositus nucleus and overlying cerebellar cortex by cooling, or application of muscimol (a GABAreceptor agonist) or lidocaine (an open Na + -channel blocker) during training completely prevents learning of the CR, whereas inactivation of the efferents (superior cerebellar peduncle, red nucleus) does not prevent learning at all Interestingly, Ramnani and Yeo 24 recently reported that reversible cerebellar inactivation also prevents extinction of the eyeblink CR. Finally, recent human brain-imaging studies reveal changes in activities related to eyeblink learning in specific regions of the brain, including the cerebellum 25,26. The essential role of the cerebellum in eyeblink conditioning has been challenged on the ground that cerebellar lesions (or reversible inactivations) simply produced a performance deficit rather than a learning deficit For example, Welsh and Harvey 29 reported that with extensive pre- and postoperative training, cerebellar-lesioned (specifically the interpositus nucleus) animals exhibited a small residual CR with low amplitude, low frequency of occurrence, and long-onset latency on CS-alone trials. Furthermore, they postulate that effective cerebellar lesions (that is, lesions that abolished CRs) produce a significant decrement on UR performance at low US intensities. However, Welsh and Harvey did not actually show this because they did not report the amplitude of the URs before making the lesions. Moreover, Steinmetz et al. 31 failed to find systematic or persisting decrements in the UR amplitude following fully effective lesions of the interpositus nucleus (that is, no residual CRs). Furthermore, when a low-intensity US was used for training that was at the threshold level to yield learning (the URs and CRs were of low and equal amplitude before the lesion), interpositus nucleus lesion completely abolished the CR and had no effect at all on the threshold level UR (Ref. 32). But perhaps more important than the performance issue is the fact, noted above, that several laboratories have now shown that reversible inactivation of the cerebellum during training prevents learning of the conditioned eyeblink response. Recently, Bracha, Bloedel and associates 33 (see also Ref. 34) infused a protein-synthesis inhibitor anisomycin into the rabbit cerebellum and examined eyeblink conditioning. During the CS US paired training, in the presence of anisomycin, the animals exhibited some CRs (perhaps analogous to short-term CR memory?). However, when retention was assessed in the absence of anisomycin, almost no CRs were observed, that is, anisomycin-injected animals showed less than 10% CRs, whereas vehicle-injected animals showed greater than 80% CRs, during the CS-alone test trials 34. According to Bracha et al. 33, animals showing anisomycin-affected retention of CRs acquired the CRs at a normal rate after the drug injections were discontinued (p. 1222). As intracerebellar infusions of anisomycin did not affect CR expression in welltrained animals, this suggests that anisomycin selectively blocked learning, but not performance, of CRs. Based on their anisomycin work, Bracha and Bloedel 34 stated that the formation of plastic changes underlying the classical conditioning of the nictitating membrane response in the rabbit is dependent on protein synthesis at the cerebellar nuclear region (p. 191). In our view, the anisomycin data provide strong support for the cerebellar hypothesis of eyeblink conditioning. A hypothetical eyeblink-conditioning model is presented in Fig. 1 (similar models have been presented before 9,35 ). According to the model, both the cerebellar cortex and the interpositus nucleus receive information about the CS, conveyed by the mossy fiber emanating from the pontine nucleus, and information about the US, relayed by the climbing fiber (CF) originating from the inferior olive. In the cortex, the mossy fibers form synapses with the granule cells, which in turn send parallel fibers (PF) that make synapses on the Purkinje cells. As both the interpositus nucleus and the cerebellar cortex receive information about the CS and the US, both structures are potentially capable of supporting CS US associations. Consistent with this view, long-term depression (LTD) and long-term potentiation (LTP), two forms of synaptic plasticity implicated in associative learning, have been demonstrated in the cerebellar cortex 36 and the interpositus nucleus 37, respectively. De Schutter 38 recently pointed out that the required relative timing of the CF and PF inputs necessary to 178 TINS Vol. 20, No. 4, 1997

3 J.J. Kim and R.F. Thompson Mutant mice and eyeblink conditioning induce LTD is a serious problem for the cerebellar hypothesis of motor learning. Typically, LTD is optimally induced when the CF stimulation is concurrent with (or just precedes) the PF stimulation 39. In eyeblink conditioning, CRs develop when the CS is presented slightly before (for example, 250 ms) the US, but not when the US is presented slightly before or simultaneously with the CS. Several caveats must be considered when interpreting the timing property of LTD (Ref. 40). For example, GABA-receptor antagonists are often used in LTD experiments. Because inhibitory interneurons (Golgi cells, basket cells and stellate cells) in the cerebellar cortex outnumber Purkinje cells by far (for example, there are about 16 stellate cells for each Purkinje cell) 41, GABA-receptor antagonists might significantly alter the timing property of LTD induction (see Fig. 1 for inhibitory connections in the cerebellar cortex). In the absence of GABA-receptor antagonists, the temporal properties of LTD are consistent with those of eyeblink conditioning; LTD was induced (recording field-potentials) with PF activation preceding CF activation, with an interstimulus interval of 250 ms (Ref. 40). Regardless of the precise temporal condition for inducing LTD, the most important feature about LTD is the associative property, that is, the PF and CF activity must be paired to produce LTD (Ref. 42). [Interestingly, relatively intense stimulation of the PF, resulting in accumulations of Ca 2+ similar in peak levels to those following CF stimulation, appears to be capable of inducing LTD (Ref. 43).] Purkinje cell degeneration (pcd) mutant mice The relative importance of the cerebellar cortex and the deep cerebellar nuclei (specifically the interpositus nucleus) in terms of supporting eyeblink conditioning is not clear. Cerebellar lesions that include the interpositus nucleus abolish CRs completely and permanently; however, the effects of lesions of the cerebellar cortex are less clear. Some have consistently found CRs after large cerebellar cortical lesions 44, but others found substantial and persisting impairments of CRs (Ref. 45). Given the fractured somatotopy of cerebellar cortex 46, the conflicting reports of lesion effects might result from variability in the lesions. It is virtually impossible to lesion the entire cerebellar cortex without damaging the interpositus nucleus (and other cerebellar nuclei). In order to dissect the components of the cerebellar circuitry that are crucial for learning, we recently examined eyeblink conditioning in mutant mice deficient in Purkinje cells, the sole output neurons of the cerebellar cortex 47. These Purkinje cell degeneration (pcd) mutant mice are born initially with Purkinje cells, but during the course of development they are all lost by the third and fourth postnatal weeks. Other neural degenerations secondary to Purkinje cell degeneration occur in pcd mice, but they tend to occur with a much slower timecourse, allowing a window of opportunity to examine behavioral consequences associated primarily with the loss of Purkinje cells. Because pcd mice are completely devoid of Purkinje cells (there is no neural output from the cerebellar cortex), they are functionally equivalent to animals with complete cerebellar cortical lesions. The pcd mutants exhibited a significant reduction in the acquisition of conditioned eyeblink responses Cerebellum Eyeblink UR, CR US CS BA ST PC Int Ns VI and VII Reflex path V Coch N GR in comparison to the wild-type mice (Fig. 2A). [Eyeblink responses to the CS occurred only when the CS and US were paired, indicating that eyeblink conditioning is associative and feasible in mice (Fig. 2B).] However, following ten days of extensive training, the pcd mice developed a modest level of eyeblink CRs (and showed behavioral extinction); the CRs tended to have shorter peak latencies than the CRs displayed by the wild types. Alterations in CR timing have also been reported in rabbits with cerebellar cortical lesions 44,48. In accordance with pcd findings, the number of Purkinje cells correlates highly with the amount of eyeblink conditioning in rabbits and humans; that is, organisms with more Purkinje cells show stronger eyeblink conditioning than those with fewer Purkinje cells 49. As has been shown in other mammals, cerebellar lesions that include the interpositus nucleus completely blocked eyeblink conditioning in mice. These results from pcd mice suggest that the Purkinje cells and thus the cerebellar cortex is important for normal eyeblink conditioning. Because the pcd mice manifest classic cerebellar symptoms such as impaired motor co-ordination and mild ataxia, it is possible that the reduction in eyeblink conditioning is due to impairments in motor PF N V (sp) MF CF GO Midline Fig. 1. A putative eyeblink conditioning circuit based on experimental findings and gross anatomy of the cerebellum and the brain stem. The conditioned stimulus (CS) pathway consists of excitatory (+) mossy fiber (MF) projections from the pontine nuclei (PN) to the interpositus nucleus (Int) and to the cerebellar cortex. In the cortex, the mossy fibers form synapses with granule cells (GR) that in turn send excitatory parallel fibers to the Purkinje cells (PC). The Purkinje cells are the exclusive output neurons from the cortex and they send inhibitory ( ) fibers to deep nuclei such as the interpositus. The unconditioned stimulus (US) pathway consists of excitatory climbing fiber (CF) projections from the inferior olive (IO) to the interpositus nucleus and to the Purkinje cells in the cerebellar cortex. Within the cerebellar cortex, Golgi (GO), stellate (ST) and basket (BA) cells exert inhibitory actions on their respective target neurons. The efferent conditioned response (CR) pathway projects from the interpositus nucleus to the red nucleus (RN) and via the descending rubral pathway to act ultimately on the eyeblink reflex path. Additional abbreviations: V Coch N, ventral cochlear nucleus; N V (sp), spinal fifth cranial nucleus; N VI, sixth cranial nucleus; N VII, seventh cranial nucleus; UR, unconditioned response. Adapted from Ref. 9. IO RN PN TINS Vol. 20, No. 4,

4 J.J. Kim and R.F. Thompson Mutant mice and eyeblink conditioning Fig. 2. Acquisition of conditioned eyeblink responses in mice. (A) Conditioned response (CR) percentage measures from wild-type and Purkinje cell degeneration (pcd) mice. Animals underwent 10 d of CS US paired trials followed by 4 d of CS-alone extinction trials. The daily paired training consisted of 100 trials, and the CS and US were a 352 ms tone and a co-terminating 100 ms periorbital shock, respectively, with a 252 ms inter-stimulus interval and a randomized intertrial interval between 20 and 40 s. The daily extinction training consisted of 100 CS-alone trials. The pcd mice are significantly impaired in eyeblink conditioning compared to wild types even after ten days of extensive training. (B) CR percentage measures from paired (paired extinction; 5 d of CS US paired trials followed by 4 d of CSalone trials), pseudo-random (unpaired paired; 5 d of CS US pseudorandom trials followed by 5 d of CS US paired trials), and cerebellarlesioned (interpositus lesioned; 10 d of CS US paired trials) wild-type mice. Associative eyeblink learning occurred when the CS and US were presented in a paired manner, but not when the CS and US were randomly presented. Moreover, the acquired CRs extinguished with repeated CS-alone presentations. Lesions of the cerebellum (specifically the interpositus nucleus) completely abolished eyeblink conditioning in mice. From Ref. 47. control. However, we found that pcd mice did not differ from wild-type mice in terms of sensitivity to the shock US nor UR performance to the US. In addition, other studies with mutant mice indicate that impairments in motor co-ordination can be dissociated from reductions in eyeblink conditioning (Table 1). Interestingly, the pcd mice show deficits in other forms of learning, such as the Morris water-maze task 56. They are severely impaired in hidden platform training, a spatial memory task widely thought to be hippocampal-dependent, but are normal in visible platform training, a non-spatial memory task. The fact that pcd mice also show deficits in the spatial memory task is consistent with the current view that, in addition to motor control and sensory motor learning, the cerebellum might also be involved in higher cognitive functions Gene knockout mice Reductions in eyeblink conditioning have also been observed in recently generated gene knockout mice that lack mglu 1 (metabotropic glutamate receptor type 1) and GFAP (glial fibrillary acidic protein) (Table 1). Unlike random mutations generated by chemical or X-ray mutagenesis (as is the case with pcd mice), with homologous recombination technology, specific genes can be targeted ( knocked out ) to assess their roles in learning and memory 60. Both mglu 1 and GFAP mutants also show LTD deficits in parallel fiber Purkinje cell synapses after conjoint stimulation of the parallel fibers and the climbing fibers. In PKC mutants (deficient in the isoform of protein kinase C), where cerebellar LTD is normal and CF innervation of a Purkinje neuron is multiple, eyeblink conditioning is facilitated. It is significant to note that eyeblink conditioning is reduced in both pcd mutants, where there is no output from the cortex, and LTDdeficient knockout (for example, mglu 1 and GFAP) mutants, where there are Purkinje-cell outputs. This suggests that synaptic plasticity, such as the LTD that occurs on Purkinje cells, plays an important role in eyeblink conditioning, but other forms of synaptic plasticity in the cerebellum must be involved also as these mutants still showed significant, albeit reduced, conditioned eyeblink responses. According to Table 1, which summarizes eyeblink-conditioning, LTD and motor co-ordination results from various studies of mutant mice, it is clear that impairment in eyeblink conditioning correlates with deficits in LTD, while impairment in motor co-ordination correlates with multiple innervation by climbing fibers. (A model for the role of climbing fibers in motor learning and motor co-ordination has recently been proposed 53.) Interestingly, in GFAP mutants, where there is no multiple climbing fiber innervation of the Purkinje cell, motor co-ordination (as measured by the rotating rod test) is normal although LTD is impaired. This suggests that the LTD of parallel fiber Purkinje cell synapses might not be the only synaptic plasticity used for the refinement of motor co-ordination; moreover, the lack of LTD might have been developmentally compensated by some other plasticity. Concluding remarks Cerebellar mutants such as pcd mice provide further evidence that the cerebellum plays a crucial role in eyeblink conditioning. In the absence of Purkinje cells, eyeblink conditioning is reduced significantly. Lesions of the interpositus nucleus block eyeblink conditioning completely in mice, as previously documented in other animals. Thus, it appears that within the cerebellum there might be a parallel or distributed learning system that can support eyeblink conditioning 61, that is, memory traces for eyeblink conditioning might occur in both the cerebellar cortex and the interpositus nucleus. The cerebellar cortex is also important for other forms of motor learning, such as plasticity of the vestibulo ocular reflex (VOR) 46,61,62, and our results indicating that the Purkinje cells are crucial for eyeblink conditioning are consistent with 180 TINS Vol. 20, No. 4, 1997

5 J.J. Kim and R.F. Thompson Mutant mice and eyeblink conditioning TABLE 1. Motor learning, motor symptoms and cerebellar synaptic abnormalities in various mutants Mutant mice Eyeblink conditioning LTD Motor co-ordination CF innervation Refs pcd Impaired NA Impaired NA 47 GFAP Impaired Impaired Normal Normal 50 mglu 1 receptor Impaired Impaired Impaired Multiple 51,52 PKC Facilitated Normal Impaired Multiple 53,54 Glu 2 Not tested Impaired Impaired Multiple 55 Abbreviations: CF, climbing fiber; GFAP, glial fibrillary acidic protein; Glu 2, the glutamate receptor subunit; LTD, long-term depression; mglu 1, metabotropic glutamate receptor type 1; NA, not applicable; pcd, Purkinje cell degeneration; PKC, isoform of protein kinase C. Adapted from Ref. 53. VOR results. Although the genetic approach to studying learning and memory is powerful, appropriate applications of this approach require identification of the neural circuitry involved in the form of learning and memory being analysed. The availability of various other cerebellar mutants (such as weavers, staggerers, stargazers and nervous), as well as gene knockout and transgenic mice, offer exciting means to dissect the cellular and molecular substrates of the cerebellar circuitry involved in eyeblink conditioning. Selected references 1 Alkon, D.L. (1989) Sci. Am. 26, Carew, T.J. and Sahley, C.L. (1986) Annu. Rev. Neurosci. 9, Kandel, E.R. and Schwartz, J.H. (1982) Science 218, Squire, L.R. et al. (1993) Annu. Rev. Psychol. 44, Kim, J.J. and Fanselow, M.S. (1992) Science 256, O Keefe, J. and Nadel, L. (1978) The Hippocampus as a Cognitive Map, Oxford University Press 7 Davis, M. (1992) Annu. Rev. Neurosci. 15, LeDoux, J.E. (1994) Sci. Am. 270, Thompson, R.F. (1990) Philos. Trans. R. Soc. London Ser. B 329, Yeo, C.H. (1991) Ann. New York Acad. Sci. 627, Rescorla, R.A. (1988) Annu. Rev. Neurosci. 11, Berthier, N.E. and Moore, J.W. (1990) Exp. Brain Res. 83, Steinmetz, J.E. et al. (1989) Synapse 3, McCormick, D.A. et al. (1985) Brain Res. 359, Voneida, T. et al. (1990) J. Neurosci. 10, Yeo, C.H. et al. (1986) Exp. Brain Res. 63, Sears, L.L. and Steinmetz, J.E. (1991) Brain Res. 545, Clark, R.E. et al. (1992) Behav. Neurosci. 106, Clark, R.E. and Lavond, D.G. (1993) Behav. Neurosci. 107, Hardiman, M.J. et al. (1996) Exp. Brain Res. 110, Krupa, D.J. et al. (1993) Science 260, Krupa, D.J. and Thompson, R.F. (1995) Proc. Natl. Acad. Sci. U. S. A. 92, Nordholm, A.F. et al. (1993) Behav. Neurosci. 107, Ramnani, N. and Yeo, C.H. (1996) J. Physiol. 495, Logan, C.G. and Grafton, S.T. (1995) Proc. Natl. Acad. Sci. U. S. A. 92, Molchan, S.E. et al. (1994) Proc. Natl. Acad. Sci. U. S. A. 91, Bloedel, J.R. and Bracha, V. (1995) Behav. Brain Res. 68, Welsh, J.P. (1992) Neuroscience 47, Welsh, J.P. and Harvey, J.A. (1989) J. Neurosci. 9, Welsh, J.P. and Harvey, J.A. (1991) J. Physiol. 444, Steinmetz, J.E. et al. (1992) J. Neurosci. 12, Ivkovich, D., Lockard, J.M. and Thompson, R.F. (1993) Behav. Neurosci. 107, Bracha, V. et al. (1995) Soc. Neurosci. Abstr. 21, Bracha, V. and Bloedel, J.R. (1996) in The Acquisition of Motor Behavior in Vertebrates (Bloedel, J.R., Ebner, T.J. and Wise, S.P., eds), pp , MIT Press 35 Donegan, N.H., Gluck, M.A. and Thompson, R.F. (1989) in Computational Models of Learning in Simple Neural Systems (Hawkins, R.D. and Bower, G.H., eds), pp , Academic Press Inc. 36 Ito, M. et al. (1982) J. Physiol. 324, Racine, R.J. et al. (1986) Exp. Brain Res. 63, De Schutter, E. (1995) Trends Neurosci. 18, Karachot, L., Kado, R.T. and Ito, M. (1994) Neurosci. Res. 21, Chen, C. and Thompson, R.F. (1995) Learn. Mem. 2, Llinás, R. and Walton, K. (1990) in The Synaptic Organization of the Brain (3rd edn) (Shepherd, G.M., ed.), pp , Oxford University Press 42 Linden, D.J. (1994) Neuron 12, Hartell, N.A. (1996) Neuron 16, Lavond, D.G. and Steinmetz, J.E. (1989) Behav. Brain Res. 33, Yeo, C.H. et al. (1985) Exp. Brain Res. 60, Ito, M. (1984) The Cerebellum and Neural Control, Raven Press 47 Chen, L. et al. (1996) J. Neurosci. 16, Gruart, A. and Yeo, C.H. (1995) Exp. Brain Res. 104, Woodruff-Pak, D.S. et al. (1990) NeuroReport 1, Shibuki, K. et al. (1996) Neuron 16, Aiba, A. et al. (1994) Cell 79, Conquet, F. et al. (1994) Nature 372, Chen, C. et al. (1995) Cell 83, Kano, M. et al. (1995) Cell 83, Kashiwabuchi, N. et al. (1995) Cell 81, Goodlett, C.R. et al. (1992) Behav. Brain Res. 47, Lalonde, R. and Botez, M.I. (1990) Brain Res. Rev. 15, Leiner, H.C. et al. (1993) Trends Neurosci. 16, Schmahmann, J.D. (1991) Arch. Neurol. 48, Grant, S.G.N. and Silva, A.J. (1994) Trends Neurosci. 17, Raymond, J.L. et al. (1996) Science 272, du Lac, S. et al. (1995) Annu. Rev. Neurosci. 18, Acknowledgements We thank Larry W. Swanson for encouragement, John K. Lee for preparation of the figures, and the referees for helpful comments and suggestions. The work from our laboratory was supported by grants from National Institutes of Health 1F32MN BNR (to JJK), National Science Foundation IBN , National Institute on Aging AF05142, Office of Naval Research N and Sankyo Co., Ltd (to RFT). Coming next month! Sniffer-patch technique for detecting neurotransmitter release Layer-specific sprouting in the hippocampus Presynaptic inhibition of neurotransmitter release The functional neuroanatomy of episodic memory The DnaJ-like cysteine string protein and neurotransmitter release TINS Vol. 20, No. 4,

Cerebellar Cortex Lesions Prevent Acquisition of Conditioned Eyelid Responses

Cerebellar Cortex Lesions Prevent Acquisition of Conditioned Eyelid Responses The Journal of Neuroscience, December 15, 1999, 19(24):10940 10947 Cerebellar Cortex Lesions Prevent Acquisition of Conditioned Eyelid Responses Keith S. Garcia, Philip M. Steele, and Michael D. Mauk Department

More information

Cerebellum: Origins and Development

Cerebellum: Origins and Development Cerebellum: Origins and Development Found in all vertebrates Dorsal lip of developing medulla (rhombencephalon) Near terminations of vestibular (VIII) and lateral line afferents, which sense fluid displacement

More information

Cerebellar Substrates for Error Correction in Motor Conditioning

Cerebellar Substrates for Error Correction in Motor Conditioning Neurobiology of Learning and Memory 76, 314 341 (2001) doi:10.1006/nlme.2001.4031, available online at http://www.idealibrary.com on Cerebellar Substrates for Error Correction in Motor Conditioning Mark

More information

Cerebellum: little brain. Cerebellum. gross divisions

Cerebellum: little brain. Cerebellum. gross divisions Cerebellum The anatomy of the cerebellum and its gross divisions Its principal input and output pathways The organization of the cerebellar cortex Role of climbing vs. mossy fibre input The parallel-fibre/

More information

Medial View of Cerebellum

Medial View of Cerebellum Meds 5371 System Neuroscience D. L. Oliver CEREBELLUM Anterior lobe (spinal) Posterior lobe (cerebral) Flocculonodular lobe (vestibular) Medial View of Cerebellum 1 Ventral View of Cerebellum Flocculus

More information

The Cerebellum. Outline. Lu Chen, Ph.D. MCB, UC Berkeley. Overview Structure Micro-circuitry of the cerebellum The cerebellum and motor learning

The Cerebellum. Outline. Lu Chen, Ph.D. MCB, UC Berkeley. Overview Structure Micro-circuitry of the cerebellum The cerebellum and motor learning The Cerebellum Lu Chen, Ph.D. MCB, UC Berkeley 1 Outline Overview Structure Micro-circuitry of the cerebellum The cerebellum and motor learning 2 Overview Little brain 10% of the total volume of the brain,

More information

Cerebellum: little brain. Cerebellum. gross divisions

Cerebellum: little brain. Cerebellum. gross divisions Cerebellum The anatomy of the cerebellum and its gross divisions Its principal input and output pathways The organization of the cerebellar cortex Role of climbing vs. mossy fibre input The parallel-fibre/

More information

Motor systems III: Cerebellum April 16, 2007 Mu-ming Poo

Motor systems III: Cerebellum April 16, 2007 Mu-ming Poo Motor systems III: Cerebellum April 16, 2007 Mu-ming Poo Population coding in the motor cortex Overview and structure of cerebellum Microcircuitry of cerebellum Function of cerebellum -- vestibulo-ocular

More information

Classical conditioning using stimulation of the inferior olive as the unconditioned stimulus

Classical conditioning using stimulation of the inferior olive as the unconditioned stimulus Proc. Nati. Acad. Sci. USA Vol. 83, pp. 5349-5353, July 1986 Psychology Classical conditioning using stimulation of the inferior olive as the unconditioned stimulus (learning/neural plasticity/acquisition/extinction/rabbit)

More information

PARALLELS BETWEEN CEREBELLUM- AND AMYGDALA-DEPENDENT CONDITIONING

PARALLELS BETWEEN CEREBELLUM- AND AMYGDALA-DEPENDENT CONDITIONING PARALLELS BETWEEN CEREBELLUM- AND AMYGDALA-DEPENDENT CONDITIONING Javier F. Medina, J. Christopher Repa, Michael D. Mauk and Joseph E. LeDoux Recent evidence from cerebellum-dependent motor learning and

More information

A Mechanism for Savings in the Cerebellum

A Mechanism for Savings in the Cerebellum The Journal of Neuroscience, June 1, 2001, 21(11):4081 4089 A Mechanism for Savings in the Cerebellum Javier F. Medina, Keith S. Garcia, and Michael D. Mauk W. M. Keck Center for the Neurobiology of Learning

More information

CASE 48. What part of the cerebellum is responsible for planning and initiation of movement?

CASE 48. What part of the cerebellum is responsible for planning and initiation of movement? CASE 48 A 34-year-old woman with a long-standing history of seizure disorder presents to her neurologist with difficulty walking and coordination. She has been on phenytoin for several days after having

More information

11/2/2011. Basic circuit anatomy (the circuit is the same in all parts of the cerebellum)

11/2/2011. Basic circuit anatomy (the circuit is the same in all parts of the cerebellum) 11/2/2011 Neuroscientists have been attracted to the puzzle of the Cerebellum ever since Cajal. The orderly structure, the size of the cerebellum and the regularity of the neural elements demands explanation.

More information

Serotonergic Control of the Developing Cerebellum M. Oostland

Serotonergic Control of the Developing Cerebellum M. Oostland Serotonergic Control of the Developing Cerebellum M. Oostland Summary Brain development is a precise and crucial process, dependent on many factors. The neurotransmitter serotonin is one of the factors

More information

CASE 49. What type of memory is available for conscious retrieval? Which part of the brain stores semantic (factual) memories?

CASE 49. What type of memory is available for conscious retrieval? Which part of the brain stores semantic (factual) memories? CASE 49 A 43-year-old woman is brought to her primary care physician by her family because of concerns about her forgetfulness. The patient has a history of Down syndrome but no other medical problems.

More information

What the cerebellum computes

What the cerebellum computes 222 Review TRENDS in Neurosciences Vol.26 No.4 April 2003 What the cerebellum computes Tatsuya Ohyama, William L. Nores, Matthew Murphy and Michael D. Mauk Department of Neurobiology and Anatomy, and W.M.

More information

The Cerebellum. Outline. Overview Structure (external & internal) Micro-circuitry of the cerebellum Cerebellum and motor learning

The Cerebellum. Outline. Overview Structure (external & internal) Micro-circuitry of the cerebellum Cerebellum and motor learning The Cerebellum P.T Ji Jun Cheol Rehabilitation Center 1 HansarangAsan Hospital. Outline Overview Structure (external & internal) Micro-circuitry of the cerebellum Cerebellum and motor learning 2 1 Cerebellum

More information

Located below tentorium cerebelli within posterior cranial fossa. Formed of 2 hemispheres connected by the vermis in midline.

Located below tentorium cerebelli within posterior cranial fossa. Formed of 2 hemispheres connected by the vermis in midline. The Cerebellum Cerebellum Located below tentorium cerebelli within posterior cranial fossa. Formed of 2 hemispheres connected by the vermis in midline. Gray matter is external. White matter is internal,

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

Annu. Rev. Psychol :1-23. Downloaded from arjournals.annualreviews.org by OCCIDENTAL COLLEGE LIBRARY on 07/20/05. For personal use only.

Annu. Rev. Psychol :1-23. Downloaded from arjournals.annualreviews.org by OCCIDENTAL COLLEGE LIBRARY on 07/20/05. For personal use only. Annu. Rev. Psychol. 2005. 56:1 23 doi: 10.1146/annurev.psych.56.091103.070239 Copyright c 2005 by Annual Reviews. All rights reserved First published online as a Review in Advance on June 10, 2004 IN SEARCH

More information

Classical Conditioning

Classical Conditioning What is classical conditioning? Classical Conditioning Learning & Memory Arlo Clark-Foos Learning to associate previously neutral stimuli with the subsequent events. Howard Eichenbaum s Thanksgiving Pavlov

More information

BIPN140 Lecture 12: Synaptic Plasticity (II)

BIPN140 Lecture 12: Synaptic Plasticity (II) BIPN140 Lecture 12: Synaptic Plasticity (II) 1. Early v.s. Late LTP 2. Long-Term Depression 3. Molecular Mechanisms of Long-Term Depression: NMDA-R dependent 4. Molecular Mechanisms of Long-Term Depression:

More information

BIPN 140 Problem Set 6

BIPN 140 Problem Set 6 BIPN 140 Problem Set 6 1) The hippocampus is a cortical structure in the medial portion of the temporal lobe (medial temporal lobe in primates. a) What is the main function of the hippocampus? The hippocampus

More information

Functions. Traditional view: Motor system. Co-ordination of movements Motor learning Eye movements. Modern view: Cognition

Functions. Traditional view: Motor system. Co-ordination of movements Motor learning Eye movements. Modern view: Cognition The Cerebellum Involved in motor coordination and timing Is simple and well documented Only has one type of output cell (Purkinje) The cerebellum influences motor activity through inhibition The Cerebellum

More information

Parallel Acquisition of Awareness and Trace Eyeblink Classical Conditioning

Parallel Acquisition of Awareness and Trace Eyeblink Classical Conditioning Research Parallel Acquisition of Awareness and Trace Eyeblink Classical Conditioning Joseph R. Manns, 1 Robert E. Clark, 2 and Larry R. Squire 3,4,5 1 Department of Psychology, University of California,

More information

BIPN 140 Problem Set 6

BIPN 140 Problem Set 6 BIPN 140 Problem Set 6 1) Hippocampus is a cortical structure in the medial portion of the temporal lobe (medial temporal lobe in primates. a) What is the main function of the hippocampus? The hippocampus

More information

Computational significance of the cellular mechanisms for synaptic plasticity in Purkinje cells

Computational significance of the cellular mechanisms for synaptic plasticity in Purkinje cells Behavioral and Brain Sciences 19(3): 457-461, 1996 The Bold Citations are target articles in this issue Computational significance of the cellular mechanisms for synaptic plasticity in Purkinje cells James

More information

Strick Lecture 3 March 22, 2017 Page 1

Strick Lecture 3 March 22, 2017 Page 1 Strick Lecture 3 March 22, 2017 Page 1 Cerebellum OUTLINE I. External structure- Inputs and Outputs Cerebellum - (summary diagram) 2 components (cortex and deep nuclei)- (diagram) 3 Sagittal zones (vermal,

More information

Behavioral Neuroscience: Fear thou not. Rony Paz

Behavioral Neuroscience: Fear thou not. Rony Paz Behavioral Neuroscience: Fear thou not Rony Paz Rony.paz@weizmann.ac.il Thoughts What is a reward? Learning is best motivated by threats to survival Threats are much better reinforcers Fear is a prime

More information

Prof. Anagnostaras, Lecture 7: Fear

Prof. Anagnostaras, Lecture 7: Fear Historical views that thought and emotion were processed separately in the brain Prof. Anagnostaras, Lecture 7: So far, fear is the best understood What is fear? Dictionary: A feeling of agitation and

More information

For more information about how to cite these materials visit

For more information about how to cite these materials visit Author(s): Peter Hitchcock, PH.D., 2009 License: Unless otherwise noted, this material is made available under the terms of the Creative Commons Attribution Non-commercial Share Alike 3.0 License: http://creativecommons.org/licenses/by-nc-sa/3.0/

More information

Latent Acquisition of Timed Responses in Cerebellar Cortex

Latent Acquisition of Timed Responses in Cerebellar Cortex The Journal of Neuroscience, January 15, 2001, 21(2):682 690 Latent Acquisition of Timed Responses in Cerebellar Cortex Tatsuya Ohyama and Michael D. Mauk Department of Neurobiology and Anatomy, University

More information

Timing Mechanisms in the Cerebellum: Testing Predictions of a Large-Scale Computer Simulation

Timing Mechanisms in the Cerebellum: Testing Predictions of a Large-Scale Computer Simulation The Journal of Neuroscience, July 15, 2000, 20(14):5516 5525 Timing Mechanisms in the Cerebellum: Testing Predictions of a Large-Scale Computer Simulation Javier F. Medina, Keith S. Garcia, William L.

More information

Cerebellum. Steven McLoon Department of Neuroscience University of Minnesota

Cerebellum. Steven McLoon Department of Neuroscience University of Minnesota Cerebellum Steven McLoon Department of Neuroscience University of Minnesota 1 Anatomy of the Cerebellum The cerebellum has approximately half of all the neurons in the central nervous system. The cerebellum

More information

UCLA International Journal of Comparative Psychology

UCLA International Journal of Comparative Psychology UCLA International Journal of Comparative Psychology Title A Continuum of Learning and Memory Research Permalink https://escholarship.org/uc/item/9q3031wx Journal International Journal of Comparative Psychology,

More information

Computational cognitive neuroscience: 8. Motor Control and Reinforcement Learning

Computational cognitive neuroscience: 8. Motor Control and Reinforcement Learning 1 Computational cognitive neuroscience: 8. Motor Control and Reinforcement Learning Lubica Beňušková Centre for Cognitive Science, FMFI Comenius University in Bratislava 2 Sensory-motor loop The essence

More information

Behavioral Neuroscience: Fear thou not. Rony Paz

Behavioral Neuroscience: Fear thou not. Rony Paz Behavioral Neuroscience: Fear thou not Rony Paz Rony.paz@weizmann.ac.il Thoughts What is a reward? Learning is best motivated by threats to survival? Threats are much better reinforcers? Fear is a prime

More information

Timing and the cerebellum (and the VOR) Neurophysiology of systems 2010

Timing and the cerebellum (and the VOR) Neurophysiology of systems 2010 Timing and the cerebellum (and the VOR) Neurophysiology of systems 2010 Asymmetry in learning in the reverse direction Full recovery from UP using DOWN: initial return to naïve values within 10 minutes,

More information

CEREBELLUM: ESSENTIAL INVOLVEMENT IN A SIMPLE LEARNED RESPONSE A DISSERTATION SUBMITTED TO THE PROGRAM IN NEUROSCIENCES AND THE

CEREBELLUM: ESSENTIAL INVOLVEMENT IN A SIMPLE LEARNED RESPONSE A DISSERTATION SUBMITTED TO THE PROGRAM IN NEUROSCIENCES AND THE 1 CEREBELLUM: ESSENTIAL INVOLVEMENT IN A SIMPLE LEARNED RESPONSE A DISSERTATION SUBMITTED TO THE PROGRAM IN NEUROSCIENCES AND THE COMMITTEE ON GRADUATE STUDIES OF STANFORD UNIVERSITY IN PARTIAL FULFILLMENT

More information

Brain anatomy and artificial intelligence. L. Andrew Coward Australian National University, Canberra, ACT 0200, Australia

Brain anatomy and artificial intelligence. L. Andrew Coward Australian National University, Canberra, ACT 0200, Australia Brain anatomy and artificial intelligence L. Andrew Coward Australian National University, Canberra, ACT 0200, Australia The Fourth Conference on Artificial General Intelligence August 2011 Architectures

More information

Cerebellum John T. Povlishock, Ph.D.

Cerebellum John T. Povlishock, Ph.D. Cerebellum John T. Povlishock, Ph.D. OBJECTIVES 1. To identify the major sources of afferent inputs to the cerebellum 2. To define the pre-cerebellar nuclei from which the mossy and climbing fiber systems

More information

Extinction of a Classically Conditioned Response: Red Nucleus and Interpositus

Extinction of a Classically Conditioned Response: Red Nucleus and Interpositus The Journal of Neuroscience, March 5, 2008 28(10):2651 2658 2651 Behavioral/Systems/Cognitive Extinction of a Classically Conditioned Response: Red Nucleus and Interpositus Karla Robleto and Richard F.

More information

The Cerebellum. The Little Brain. Neuroscience Lecture. PhD Candidate Dr. Laura Georgescu

The Cerebellum. The Little Brain. Neuroscience Lecture. PhD Candidate Dr. Laura Georgescu The Cerebellum The Little Brain Neuroscience Lecture PhD Candidate Dr. Laura Georgescu Learning Objectives 1. Describe functional anatomy of the cerebellum - its lobes, their input and output connections

More information

The Cerebellum: A Neuronal Learning Machine? Jennifer L. Raymond, Stephen G. Lisberger, Michael D. Mauk*

The Cerebellum: A Neuronal Learning Machine? Jennifer L. Raymond, Stephen G. Lisberger, Michael D. Mauk* IIIIIIII ARTICLE -9" The Cerebellum: A Neuronal Learning Machine? Jennifer L. Raymond, Stephen G. Lisberger, Michael D. Mauk* Comparison of two seemingly quite different behaviors yields a surprisingly

More information

THE CENTRAL NERVOUS SYSTE M

THE CENTRAL NERVOUS SYSTE M THE CENTRAL NERVOUS SYSTE M Structure and Functio n THIRD EDITIO N PER BRODAL A Brief Survey, x i Studying the Structures and Function of the Nervous System, xii i Animal Experiments Crucial for Progress,

More information

Learning Related Regulation of a Voltage-Gated Ion Channel in the Cerebellum

Learning Related Regulation of a Voltage-Gated Ion Channel in the Cerebellum University of Vermont ScholarWorks @ UVM Graduate College Dissertations and Theses Dissertations and Theses 2016 Learning Related Regulation of a Voltage-Gated Ion Channel in the Cerebellum Jason R. Fuchs

More information

1/2/2019. Basal Ganglia & Cerebellum a quick overview. Outcomes you want to accomplish. MHD-Neuroanatomy Neuroscience Block. Basal ganglia review

1/2/2019. Basal Ganglia & Cerebellum a quick overview. Outcomes you want to accomplish. MHD-Neuroanatomy Neuroscience Block. Basal ganglia review This power point is made available as an educational resource or study aid for your use only. This presentation may not be duplicated for others and should not be redistributed or posted anywhere on the

More information

Plasticity of Cerebral Cortex in Development

Plasticity of Cerebral Cortex in Development Plasticity of Cerebral Cortex in Development Jessica R. Newton and Mriganka Sur Department of Brain & Cognitive Sciences Picower Center for Learning & Memory Massachusetts Institute of Technology Cambridge,

More information

Cerebellum and spatial cognition: A connectionist approach

Cerebellum and spatial cognition: A connectionist approach Cerebellum and spatial cognition: A connectionist approach Jean-Baptiste Passot 1,2, Laure Rondi-Reig 1,2, and Angelo Arleo 1,2 1- UPMC Univ Paris 6, UMR 7102, F-75005 Paris, France 2- CNRS, UMR 7102,

More information

Initial localization of the acoustic conditioned stimulus projection system to the cerebellum essential for classical eyelid conditioning

Initial localization of the acoustic conditioned stimulus projection system to the cerebellum essential for classical eyelid conditioning Proc. Nati. Acad. Sci. SA Vol. 84, pp. 3531-3535, May 1987 Psychology nitial localization of the acoustic conditioned stimulus projection system to the cerebellum essential for classical eyelid conditioning

More information

Cerebellum 1/20/2016. Outcomes you need to be able to demonstrate. MHD Neuroanatomy Module

Cerebellum 1/20/2016. Outcomes you need to be able to demonstrate. MHD Neuroanatomy Module This power point is made available as an educational resource or study aid for your use only. This presentation may not be duplicated for others and should not be redistributed or posted anywhere on the

More information

Cellular Neurobiology BIPN140

Cellular Neurobiology BIPN140 Cellular Neurobiology BIPN140 1st Midterm Exam Ready for Pickup By the elevator on the 3 rd Floor of Pacific Hall (waiver) Exam Depot Window at the north entrance to Pacific Hall (no waiver) Mon-Fri, 10:00

More information

Active Control of Spike-Timing Dependent Synaptic Plasticity in an Electrosensory System

Active Control of Spike-Timing Dependent Synaptic Plasticity in an Electrosensory System Active Control of Spike-Timing Dependent Synaptic Plasticity in an Electrosensory System Patrick D. Roberts and Curtis C. Bell Neurological Sciences Institute, OHSU 505 N.W. 185 th Avenue, Beaverton, OR

More information

CEREBELLUM-DEPENDENT LEARNING: The Role of Multiple Plasticity Mechanisms

CEREBELLUM-DEPENDENT LEARNING: The Role of Multiple Plasticity Mechanisms Annu. Rev. Neurosci. 2004. 27:581 609 doi: 10.1146/annurev.neuro.27.070203.144238 Copyright c 2004 by Annual Reviews. All rights reserved CEREBELLUM-DEPENDENT LEARNING: The Role of Multiple Plasticity

More information

Neuroscience with Pharmacology 2 Functions and Mechanisms of Reflexes. Prof Richard Ribchester

Neuroscience with Pharmacology 2 Functions and Mechanisms of Reflexes. Prof Richard Ribchester Neuroscience with Pharmacology 2 Functions and Mechanisms of Reflexes Prof Richard Ribchester René Descartes Cogito, ergo sum The 21st century still holds many challenges to Neuroscience and Pharmacology

More information

The Cerebellum. Little Brain. Neuroscience Lecture. Dr. Laura Georgescu

The Cerebellum. Little Brain. Neuroscience Lecture. Dr. Laura Georgescu The Cerebellum Little Brain Neuroscience Lecture Dr. Laura Georgescu Learning Objectives 1. Describe functional anatomy of the cerebellum- its lobes, their input and output connections and their functions.

More information

Eyeblink Conditioning As Models of Declarative and Non-declarative Memories

Eyeblink Conditioning As Models of Declarative and Non-declarative Memories Review Eyeblink Conditioning As Models of Declarative and Non-declarative Memories Narawut Pakaprot Abstract Learning and memory are the crucial cognitive functions, which equip animals for the ability

More information

Long-term depression and recognition of parallel "bre patterns in a multi-compartmental model of a cerebellar Purkinje cell

Long-term depression and recognition of parallel bre patterns in a multi-compartmental model of a cerebellar Purkinje cell Neurocomputing 38}40 (2001) 383}388 Long-term depression and recognition of parallel "bre patterns in a multi-compartmental model of a cerebellar Purkinje cell Volker Steuber*, Erik De Schutter Laboratory

More information

Physiology of synapses and receptors

Physiology of synapses and receptors Physiology of synapses and receptors Dr Syed Shahid Habib Professor & Consultant Clinical Neurophysiology Dept. of Physiology College of Medicine & KKUH King Saud University REMEMBER These handouts will

More information

Lecture 22: A little Neurobiology

Lecture 22: A little Neurobiology BIO 5099: Molecular Biology for Computer Scientists (et al) Lecture 22: A little Neurobiology http://compbio.uchsc.edu/hunter/bio5099 Larry.Hunter@uchsc.edu Nervous system development Part of the ectoderm

More information

Links Between Single-Trial Changes and Learning Rate in Eyelid Conditioning

Links Between Single-Trial Changes and Learning Rate in Eyelid Conditioning Cerebellum () : DOI.7/s--9-8 ORIGINAL PAPER Links Between Single-Trial Changes and Learning Rate in Eyelid Conditioning Andrei Khilkevich & Hunter E. Halverson & Jose Ernesto Canton-Josh & Michael D. Mauk,

More information

συν together απτειν to clasp 2h Neuroscience with Pharmacology Functions and Mechanisms of Reflexes Cogito, ergo sum ( I think therefore I am ) Down

συν together απτειν to clasp 2h Neuroscience with Pharmacology Functions and Mechanisms of Reflexes Cogito, ergo sum ( I think therefore I am ) Down 2h Neuroscience with Pharmacology Functions and Mechanisms of Reflexes Neuroscience is studied at many different levels: from brain, to system, network, neurone, synapse, and molecule... Top Up Down René

More information

Learning = an enduring change in behavior, resulting from experience.

Learning = an enduring change in behavior, resulting from experience. Chapter 6: Learning Learning = an enduring change in behavior, resulting from experience. Conditioning = a process in which environmental stimuli and behavioral processes become connected Two types of

More information

A MULTIPLE-PLASTICITY SPIKING NEURAL NETWORK EMBEDDED IN A CLOSED-LOOP CONTROL SYSTEM TO MODEL CEREBELLAR PATHOLOGIES

A MULTIPLE-PLASTICITY SPIKING NEURAL NETWORK EMBEDDED IN A CLOSED-LOOP CONTROL SYSTEM TO MODEL CEREBELLAR PATHOLOGIES International Journal of Neural Systems World Scientific Publishing Company A MULTIPLE-PLASTICITY SPIKING NEURAL NETWORK EMBEDDED IN A CLOSED-LOOP CONTROL SYSTEM TO MODEL CEREBELLAR PATHOLOGIES ALICE GEMINIANI,

More information

Memory Systems II How Stored: Engram and LTP. Reading: BCP Chapter 25

Memory Systems II How Stored: Engram and LTP. Reading: BCP Chapter 25 Memory Systems II How Stored: Engram and LTP Reading: BCP Chapter 25 Memory Systems Learning is the acquisition of new knowledge or skills. Memory is the retention of learned information. Many different

More information

The Central Auditory System

The Central Auditory System THE AUDITORY SYSTEM Each auditory nerve sends information to the cochlear nucleus. The Central Auditory System From there, projections diverge to many different pathways. The Central Auditory System There

More information

How Synapses Integrate Information and Change

How Synapses Integrate Information and Change How Synapses Integrate Information and Change Rachel Stewart class of 2016 http://neuroscience.uth.tmc.edu/s1/chapter06.html http://neuroscience.uth.tmc.edu/s1/chapter07.html Chris Cohan, Ph.D. Dept. of

More information

Cerebellum, motor and cognitive functions: What are the common grounds? Eyal Cohen, PhD (Engineering, BIU)

Cerebellum, motor and cognitive functions: What are the common grounds? Eyal Cohen, PhD (Engineering, BIU) Cerebellum, motor and cognitive functions: What are the common grounds? 1 Eyal Cohen, PhD (Engineering, BIU) Cerebellum The Little Brain 2 The Cerebellum takes ~10% of the Brain in Volume Small but Hefty

More information

Adaptive leaky integrator models of cerebellar Purkinje cells can learn the clustering of temporal patterns

Adaptive leaky integrator models of cerebellar Purkinje cells can learn the clustering of temporal patterns Neurocomputing 26}27 (1999) 271}276 Adaptive leaky integrator models of cerebellar Purkinje cells can learn the clustering of temporal patterns Volker Steuber*, David J. Willshaw Centre for Cognitive Science,

More information

Bilateral disruption of conditioned responses after unilateral blockade of cerebellar output in the decerebrate ferret

Bilateral disruption of conditioned responses after unilateral blockade of cerebellar output in the decerebrate ferret Keywords: Cerebellum, 5977 Journal of Physiology (1997), 502.1, pp. 189 201 189 Bilateral disruption of conditioned responses after unilateral blockade of cerebellar output in the decerebrate ferret M.

More information

Introduction the basics of psychological learning and memory theory. From Mechanisms of Memory by J. David Sweatt, Ph.D.

Introduction the basics of psychological learning and memory theory. From Mechanisms of Memory by J. David Sweatt, Ph.D. Introduction the basics of psychological learning and memory theory. From Mechanisms of Memory by J. David Sweatt, Ph.D. Definitions Learning: The acquisition of an altered behavioral response due to an

More information

Classical conditioning, awareness, and brain systems

Classical conditioning, awareness, and brain systems 524 Review Vol.6 No.12 December 2 Classical conditioning, awareness, and brain systems Robert E. Clark, Joseph R. Manns and Larry R. Squire Memory is composed of several different abilities that are supported

More information

The cerebellar microcircuit as an adaptive filter: experimental and computational evidence

The cerebellar microcircuit as an adaptive filter: experimental and computational evidence The cerebellar microcircuit as an adaptive filter: experimental and computational evidence Paul Dean*, John Porrill*, Carl Fredrik Ekerot and Henrik Jörntell Abstract Initial investigations of the cerebellar

More information

EBCC Data Analysis Tool (EBCC DAT) Introduction

EBCC Data Analysis Tool (EBCC DAT) Introduction Instructor: Paul Wolfgang Faculty sponsor: Yuan Shi, Ph.D. Andrey Mavrichev CIS 4339 Project in Computer Science May 7, 2009 Research work was completed in collaboration with Michael Tobia, Kevin L. Brown,

More information

9.01 Introduction to Neuroscience Fall 2007

9.01 Introduction to Neuroscience Fall 2007 MIT OpenCourseWare http://ocw.mit.edu 9.01 Introduction to Neuroscience Fall 2007 For information about citing these materials or our Terms of Use, visit: http://ocw.mit.edu/terms. Working memory short-term

More information

biological psychology, p. 40 The study of the nervous system, especially the brain. neuroscience, p. 40

biological psychology, p. 40 The study of the nervous system, especially the brain. neuroscience, p. 40 biological psychology, p. 40 The specialized branch of psychology that studies the relationship between behavior and bodily processes and system; also called biopsychology or psychobiology. neuroscience,

More information

SUPPLEMENTARY INFORMATION

SUPPLEMENTARY INFORMATION doi:10.1038/nature21682 Supplementary Table 1 Summary of statistical results from analyses. Mean quantity ± s.e.m. Test Days P-value Deg. Error deg. Total deg. χ 2 152 ± 14 active cells per day per mouse

More information

Behavioral and Neural Correlates of Error Correction in Classical Conditioning and Human Category Learning

Behavioral and Neural Correlates of Error Correction in Classical Conditioning and Human Category Learning 9009_CH18_Gluck_LEA 5/10/07 1:18 PM Page 281 CHAPTER 18 Behavioral and Neural Correlates of Error Correction in Classical Conditioning and Human Category Learning Mark A. Gluck Rutgers University Newark

More information

Declarative memory includes semantic, episodic, and spatial memory, and

Declarative memory includes semantic, episodic, and spatial memory, and Gallo Taste Learning and Memory in Aging Milagros Gallo, PhD Declarative memory includes semantic, episodic, and spatial memory, and in humans involves conscious recall. 1 Visual recognition memory is

More information

Part 11: Mechanisms of Learning

Part 11: Mechanisms of Learning Neurophysiology and Information: Theory of Brain Function Christopher Fiorillo BiS 527, Spring 2012 042 350 4326, fiorillo@kaist.ac.kr Part 11: Mechanisms of Learning Reading: Bear, Connors, and Paradiso,

More information

Making Things Happen 2: Motor Disorders

Making Things Happen 2: Motor Disorders Making Things Happen 2: Motor Disorders How Your Brain Works Prof. Jan Schnupp wschnupp@cityu.edu.hk HowYourBrainWorks.net On the Menu in This Lecture In the previous lecture we saw how motor cortex and

More information

Impaired Motor Learning in the Vestibulo-Ocular Reflex in Mice with Multiple Climbing Fiber Input to Cerebellar Purkinje Cells

Impaired Motor Learning in the Vestibulo-Ocular Reflex in Mice with Multiple Climbing Fiber Input to Cerebellar Purkinje Cells 5672 The Journal of Neuroscience, May 23, 2007 27(21):5672 5682 Behavioral/Systems/Cognitive Impaired Motor Learning in the Vestibulo-Ocular Reflex in Mice with Multiple Climbing Fiber Input to Cerebellar

More information

What is the Role of the Amygdala in Long Term Memory? Jack Pemment. University of Mississippi

What is the Role of the Amygdala in Long Term Memory? Jack Pemment. University of Mississippi LT Memory and the Amygdala 1 Running Head: Role of the amygdala in long term memory What is the Role of the Amygdala in Long Term Memory? Jack Pemment University of Mississippi LT Memory and the Amygdala

More information

Neural Communication. Central Nervous System Peripheral Nervous System. Communication in the Nervous System. 4 Common Components of a Neuron

Neural Communication. Central Nervous System Peripheral Nervous System. Communication in the Nervous System. 4 Common Components of a Neuron Neural Communication Overview of CNS / PNS Electrical Signaling Chemical Signaling Central Nervous System Peripheral Nervous System Somatic = sensory & motor Autonomic = arousal state Parasympathetic =

More information

Module H NERVOUS SYSTEM

Module H NERVOUS SYSTEM Module H NERVOUS SYSTEM Topic from General functions of the nervous system Organization of the nervous system from both anatomical & functional perspectives Gross & microscopic anatomy of nervous tissue

More information

Vestibular/Auditory Systems

Vestibular/Auditory Systems Vestibular/Auditory Systems Jay Zenner on February 3, 2012 Dental Neuroanatomy Scott Rogers Office: SOM 2C132 Boney Labyrinth Vestibular Apparatus Two Major Divisions Cochlea (anterior) VIII VII Semicircular

More information

Dorsal Cochlear Nucleus. Amanda M. Lauer, Ph.D. Dept. of Otolaryngology-HNS

Dorsal Cochlear Nucleus. Amanda M. Lauer, Ph.D. Dept. of Otolaryngology-HNS Dorsal Cochlear Nucleus Amanda M. Lauer, Ph.D. Dept. of Otolaryngology-HNS May 30, 2016 Overview Structure Response properties Hypothesized roles in hearing Review of VCN-DCN circuits and projections Structure

More information

Chapter 11 Introduction to the Nervous System and Nervous Tissue Chapter Outline

Chapter 11 Introduction to the Nervous System and Nervous Tissue Chapter Outline Chapter 11 Introduction to the Nervous System and Nervous Tissue Chapter Outline Module 11.1 Overview of the Nervous System (Figures 11.1-11.3) A. The nervous system controls our perception and experience

More information

SUPPLEMENTARY INFORMATION. Supplementary Figure 1

SUPPLEMENTARY INFORMATION. Supplementary Figure 1 SUPPLEMENTARY INFORMATION Supplementary Figure 1 The supralinear events evoked in CA3 pyramidal cells fulfill the criteria for NMDA spikes, exhibiting a threshold, sensitivity to NMDAR blockade, and all-or-none

More information

Lecture VIII. The Spinal Cord, Reflexes and Brain Pathways!

Lecture VIII. The Spinal Cord, Reflexes and Brain Pathways! Reflexes and Brain Bio 3411! Monday!! 1! Readings! NEUROSCIENCE 5 th ed: Review Chapter 1 pp. 11-21;!!Read Chapter 9 pp. 189-194, 198! THE BRAIN ATLAS 3 rd ed:! Read pp. 4-17 on class web site! Look at

More information

Function of the Nervous System

Function of the Nervous System Nervous System Function of the Nervous System Receive sensory information, interpret it, and send out appropriate commands to form a response Composed of neurons (functional unit of the nervous system)

More information

KINE 4500 Neural Control of Movement. Lecture #1:Introduction to the Neural Control of Movement. Neural control of movement

KINE 4500 Neural Control of Movement. Lecture #1:Introduction to the Neural Control of Movement. Neural control of movement KINE 4500 Neural Control of Movement Lecture #1:Introduction to the Neural Control of Movement Neural control of movement Kinesiology: study of movement Here we re looking at the control system, and what

More information

The Cerebellum, LTD, and Memory: Alternative Views

The Cerebellum, LTD, and Memory: Alternative Views REVIEW Rodolfo Llinfis, Eric J. Lang, and John P. Welsh Department of Physiology and Neuroscience New York University Medical Center New York, New York 10016 The Cerebellum, LTD, and Memory: Alternative

More information

Brief Communications. Shekib A. Jami, 1 William G. Wright, 1,2 and David L. Glanzman 1,3 1

Brief Communications. Shekib A. Jami, 1 William G. Wright, 1,2 and David L. Glanzman 1,3 1 3064 The Journal of Neuroscience, March 21, 2007 27(12):3064 3068 Brief Communications Differential Classical Conditioning of the Gill-Withdrawal Reflex in Aplysia Recruits Both NMDA Receptor-Dependent

More information

Chapter 4 Neuronal Physiology

Chapter 4 Neuronal Physiology Chapter 4 Neuronal Physiology V edit. Pg. 99-131 VI edit. Pg. 85-113 VII edit. Pg. 87-113 Input Zone Dendrites and Cell body Nucleus Trigger Zone Axon hillock Conducting Zone Axon (may be from 1mm to more

More information

Neuroplasticity:. Happens in at least 3 ways: - - -

Neuroplasticity:. Happens in at least 3 ways: - - - BRAIN PLASTICITY Neuroplasticity:. Happens in at least 3 ways: - - - Recently, it was found that new neurons and glial cells are born in specific brain regions - reorganization. Brain plasticity occurs

More information

Brain-Based Devices. Studying Cognitive Functions with Embodied Models of the Nervous System

Brain-Based Devices. Studying Cognitive Functions with Embodied Models of the Nervous System Brain-Based Devices Studying Cognitive Functions with Embodied Models of the Nervous System Jeff Krichmar The Neurosciences Institute San Diego, California, USA http://www.nsi.edu/nomad develop theory

More information

Reflexes. Handout on The Basic Reflex Arc and Stretch and Tendon Reflexes. -55 mv -70 mv EPSP. By Noel Ways

Reflexes. Handout on The Basic Reflex Arc and Stretch and Tendon Reflexes. -55 mv -70 mv EPSP. By Noel Ways Reflexes Handout on The Basic Reflex Arc and Stretch and Tendon Reflexes By Noel Ways Basic Reflex Arch 2. : s are always unipolar and will conduct and impulse to a control center. In this case the control

More information