This paper was presented at a colloquium entitled ‘ ‘ Memory : Recording Experience in Cells and Circuits , ’ ’ organized by

A cardinal feature of neurons in the cerebral cortex is stimulus selectivity, and experience-dependent shifts in selectivity are a common correlate of memory formation. We have used a theoretical "learning rule," devised to account for experience-dependent shifts in neuronal selectivity, to guide experiments on the elementary mechanisms of synaptic plasticity in hippocampus and neocortex. These experiments reveal that many synapses in hippocampus and neocortex are bidirectionally modifiable, that the modifications persist long enough to contribute to long-term memory storage, and that key variables governing the sign of synaptic plasticity are the amount of NMDA receptor activation and the recent history of cortical activity.

[1]  James A. Anderson,et al.  Neurocomputing: Foundations of Research , 1988 .

[2]  E. W. Kairiss,et al.  Hebbian synapses: biophysical mechanisms and algorithms. , 1990, Annual review of neuroscience.

[3]  M. Bear,et al.  Common forms of synaptic plasticity in the hippocampus and neocortex in vitro. , 1993, Science.

[4]  G. Shepherd,et al.  Long-term modifications of synaptic efficacy in the human inferior and middle temporal cortex. , 1996, Proceedings of the National Academy of Sciences of the United States of America.

[5]  T. Bliss,et al.  A synaptic model of memory: long-term potentiation in the hippocampus , 1993, Nature.

[6]  Y. Frégnac,et al.  Cellular analogs of visual cortical epigenesis. I. Plasticity of orientation selectivity , 1992, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[7]  Y. Miyashita,et al.  Memory and imagery in the temporal lobe , 1993, Current Opinion in Neurobiology.

[8]  R. Malenka,et al.  Mechanisms underlying induction of homosynaptic long-term depression in area CA1 of the hippocampus , 1992, Neuron.

[9]  E. Bienenstock,et al.  Theory for the development of neuron selectivity: orientation specificity and binocular interaction in visual cortex , 1982, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[10]  J. Chant,et al.  GTPase cascades choreographing cellular behavior: Movement, morphogenesis, and more , 1995, Cell.

[11]  SM Dudek,et al.  Bidirectional long-term modification of synaptic effectiveness in the adult and immature hippocampus , 1993, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[12]  R. Malinow,et al.  Postsynaptic hyperpolarization during conditioning reversibly blocks induction of long-term potentiation , 1986, Nature.

[13]  R. Malenka,et al.  Involvement of a calcineurin/ inhibitor-1 phosphatase cascade in hippocampal long-term depression , 1994, Nature.

[14]  D. Hubel,et al.  Receptive fields, binocular interaction and functional architecture in the cat's visual cortex , 1962, The Journal of physiology.

[15]  S. Kelso,et al.  Hebbian synapses in hippocampus. , 1986, Proceedings of the National Academy of Sciences of the United States of America.

[16]  R. Malenka,et al.  An essential role for protein phosphatases in hippocampal long-term depression. , 1993, Science.

[17]  T. SHALLICE,et al.  Learning and Memory , 1970, Nature.

[18]  Tadaharu Tsumoto,et al.  Long-term potentiation and long-term depression in the neocortex , 1992, Progress in Neurobiology.

[19]  Geoffrey E. Hinton,et al.  Parallel Models of Associative Memory , 1989 .

[20]  M. Bear,et al.  Homosynaptic long-term depression in the visual cortex , 1994, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[21]  Y. Frégnac,et al.  A cellular analogue of visual cortical plasticity , 1988, Nature.

[22]  M. Bear,et al.  Homosynaptic long-term depression in area CA1 of hippocampus and effects of N-methyl-D-aspartate receptor blockade. , 1992, Proceedings of the National Academy of Sciences of the United States of America.

[23]  Norman M. Weinberger,et al.  Rapid development of learning-induced receptive field plasticity in the auditory cortex. , 1993 .

[24]  M. Bear,et al.  Synaptic plasticity: LTP and LTD , 1994, Current Opinion in Neurobiology.

[25]  R. Desimone,et al.  The representation of stimulus familiarity in anterior inferior temporal cortex. , 1993, Journal of neurophysiology.

[26]  M. Merzenich,et al.  Plasticity in the frequency representation of primary auditory cortex following discrimination training in adult owl monkeys , 1993, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[27]  S Laroche,et al.  Stimulation at 1-5 Hz does not produce long-term depression or depotentiation in the hippocampus of the adult rat in vivo. , 1995, Journal of neurophysiology.

[28]  R. Hampson,et al.  Hippocampal place cells: stereotypy and plasticity , 1989, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[29]  L. Cooper,et al.  Synaptic plasticity in visual cortex: comparison of theory with experiment. , 1991, Journal of neurophysiology.

[30]  M. Bear,et al.  Long-term depression in hippocampus. , 1996, Annual review of neuroscience.

[31]  Y. Miyashita Inferior temporal cortex: where visual perception meets memory. , 1993, Annual review of neuroscience.

[32]  D. Diamond,et al.  Physiological plasticity in auditory cortex: Rapid induction by learning , 1987, Progress in Neurobiology.

[33]  J. Donoghue,et al.  Different forms of synaptic plasticity in somatosensory and motor areas of the neocortex , 1995, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[34]  J. Lisman,et al.  A mechanism for the Hebb and the anti-Hebb processes underlying learning and memory. , 1989, Proceedings of the National Academy of Sciences of the United States of America.

[35]  B. R. Sastry,et al.  Associative induction of posttetanic and long-term potentiation in CA1 neurons of rat hippocampus. , 1986, Science.

[36]  Mark F. Bear,et al.  Bidirectional modification of CA1 synapses in the adult hippocampus in vivo , 1996, Nature.

[37]  Y. Frégnac,et al.  Early development of visual cortical cells in normal and dark‐reared kittens: relationship between orientation selectivity and ocular dominance. , 1978, The Journal of physiology.

[38]  M. Bear,et al.  Experience-dependent modification of synaptic plasticity in visual cortex , 1996, Nature.

[39]  B L McNaughton,et al.  Dynamics of the hippocampal ensemble code for space. , 1993, Science.

[40]  Roman Bek,et al.  Discourse on one way in which a quantum-mechanics language on the classical logical base can be built up , 1978, Kybernetika.

[41]  R. Nicoll,et al.  Ca2+ Signaling Requirements for Long-Term Depression in the Hippocampus , 1996, Neuron.

[42]  Mark F. Bear,et al.  Neocortical long-term potentiation , 1993, Current Opinion in Neurobiology.

[43]  W. Singer,et al.  Different voltage-dependent thresholds for inducing long-term depression and long-term potentiation in slices of rat visual cortex , 1990, Nature.

[44]  David A. Smith,et al.  Temporal covariance of pre- and postsynaptic activity regulates functional connectivity in the visual cortex. , 1994, Journal of neurophysiology.

[45]  E. Rolls Learning mechanisms in the temporal lobe visual cortex , 1995, Behavioural Brain Research.

[46]  L. Cooper,et al.  A physiological basis for a theory of synapse modification. , 1987, Science.

[47]  H. Wigström,et al.  Hippocampal long-term potentiation is induced by pairing single afferent volleys with intracellularly injected depolarizing current pulses. , 1986, Acta physiologica Scandinavica.

[48]  M. Bear,et al.  Metaplasticity: the plasticity of synaptic plasticity , 1996, Trends in Neurosciences.