Suggested Spike Timing and Plasticity Readings

Abbott, LF, Song, S (1999) Temporally Asymmetric Hebbian Learning, Spike Timing and Neuronal Response Variability. Kearns, M.S., Solla, S.A., Cohn, D.A. Eds. Advances in Neural Information Processing Systems 11 (MIT Press, Cambridge MA) pp. 69-75.

Abbott, LF, Blum, KI (1996) Functional significance of long-term potentiation for sequence learning and prediction. Cerebral Cortex 6:406-416.

Bell CC, Han VZ, Sugawara Y, Grant K (1997) Synaptic plasticity in a cerebellum-like structure depends on temporal order. Nature 387:278-281.

Bell CC, Han VZ, Sugawara Y, Grant K. (1999) Synaptic plasticity in the mormyrid electrosensory lobe.  J Exp Biol.  202:1339-47.  Review.

Bi, G-q, Poo, M-m (2001). Synaptic modifications by correlated activity: Hebb's postulate revisited. Ann Rev Neurosci ; 24:139-166.

Bi, G-q, Poo, M-m (1999). Distributed synaptic modification in neural networks induced by patterned stimulation. Nature ; 401:792-796.

Bi, G-q, Poo, M-m (1998). Synaptic modifications in cultured hippocampal neurons: Dependence on spike timing, synaptic strength, and postsynaptic cell type. J Neurosci ; 18:10464-10472.

Bi G-q, Poo M-m (1998) Activity-induced synaptic modifications in hippocampal culture: dependence on spike timing, synaptic strength and cell type. J. Neurosci. 18:10464-10472.

Blum, KI, Abbott, LF (1996) A model of spatial map formation in the hippocampus of the rat. Neural Comp 8:85-93.

Brian S. Blais, Harel Z. Shouval, and Leon N. Cooper (1999). The role of presynaptic activity in monocular deprivation: Comparison of homosynaptic and heterosynaptic mechanisms. PNAS Vol. 96, Issue 3. Feb, 2. 1083-1087.

B. S. Blais, L. N Cooper, and H. Shouval(2000). Formation of Direction Selectivity in Natural Scene Environments. Neural Computation. Vol 12, Number 5.

Curtis C. Bell, Victor Han, Yoshiko Sugawara, and Kirsty Grant (1997).  Synaptic plasticity in a cerebellum-like structure depends on temporal order. Nature, 387:278-281.

Curtis C. Bell, Angel Caputi, Kirsty Grant, and Jacques Serrier (1993).  Storage of a sensory pattern by anti-Hebbian synaptic plasticity in an electric fish.  Proc.  Natl.  Acad.  Sci.  USA, 90:4650-4654.

Cynthia D. Rittenhouse, Harel Z. Shouval, Micharl A. Paradiso & Mark F. Bear (1999). Monocular deprivation induces homosynaptic long-term depression in visual cortex. Nature 397, 347-350.

D. Remondini, N. Intrator, G. Castellani, F. Bersani and L. N Cooper (2001). Optimal spontaneous activity in neural network modeling. Proceedings of CNS 2001 (to appear).

David Horn, Nir Levy, Isaac Meilijson and Eytan Ruppin (2000). Distributed Synchrony of Spiking Neurons in a Hebbian Cell Assembly.  Advances in Neural Information Processing Systems 12 : Proceedings of the 1999 Conference  Sara A. Solla, Todd K. Leen and Klaus-Robert Muller eds., MIT Press, pp. 129-135.

Debanne D, Gahwiler BH, Thompson SM (1998). Long-term synaptic plasticity between pairs of individual CA3 pyramidal cells in rat hippocampal slices. J. Physiol. 507:237-247.

Debanne, D., Gahwiler, B. H., and Thompson, S. M. (1994). Asynchronous pre- and postsynaptic activity induces associative long-term depression in area CA1 of the rat hippocampus in vitro. Proc. Natl. Acad. Sci. USA 91:1148-1152.

Gastone C. Castellani, Elizabeth M. Quinlan, Leon N Cooper, and Harel Z. Shouval (2001). A biophysical model of bidirectional synaptic plasticity: Dependence on AMPA and NMDA receptors. PNAS. Vol 98, pages 12772-77.

G. C. Castellani, N. Intrator, Harel Shouval and Leon N Cooper(1999).  Characterizing solutions of a BCM  learning rule in a network of lateral interacting non-linear neurons  PDF  Network 10:111-121.

Gerstner, W, Abbott, LF (1997). Learning navigational maps through potentiation and modulation of hippocampal place cells. Computational Neurosci. 4:79-94.

Gerstner W, Kempter R, van Hemmen JL, Wagner, H (1996). A neural learning rule for sub-millisecond temporal coding. Nature 383:76-78.

Gerstner, W., Ritz, R., van Hemmen, J. L. (1993). Why spikes? Hebbian learning and retrieval of time--resolved excitation patterns. Biol. Cybern. 69:503-515.

Gustafsson B, Wigstrom H, Abraham WC, Huang Y-Y (1987). Long-term potentiation in the hippocampus using depolarizing current pulses as the conditioning stimulus to single volley synaptic potentials. J. Neurosci. 7:774-780.

Harel Z. Shouval, David H. Goldberg, Judson P. Jones, Martin Beckerman and Leon N Cooper (2000). Structured Long-Range Connections can Provide a Scaffold for Orientation Maps.  Journal of Neuroscience - 20(3), 1119-1128.

Harel Shouval Nathan Intrator and Leon N Cooper(1997). BCM Network Develops Orientation Selectivity and Ocular Dominance in a Natural Scene Environment. Vision Research 37: 3339:42.

Harel Shouval and Yong Liu (1996). Principal Component Neurons in a Realistic Visual Environment. Network  7.3.

Harel Shouval Nathan Intrator Charles Law and Leon N Cooper. Effect of Cortical Input Misalignment on Ocular Dominance. Neural Computation vol 8.

Harel Shouval and Leon N Cooper (1996). Organization of Receptive Fields for Networks of Neurons with Hebbian Type Learning: The Connection between Synaptic and Phenomenological Models. Biological Cybernetics 73: 439:47.

Harel Shouval Nathan Intrator and Leon N Cooper(1996). Effect of Binocular Cortical Misalignment on Networks of Plastic Neurons. Proceedings of the CNS*96 Conference.

Jonathan Rubin, Daniel D. Lee, and Haim Sompolinsky (2001).  Equilibrium properties of temporally asymmetric Hebbian plasticity, Phys. Rev. Lett., 86(2): 364-367.

Jonathan Rubin (2001).  Steady states in an iterative model for multiplicative spike-timing dependent plasticity, Network: Computation in Neural Systems, 12(2):131-140.

Kempter R, Gerstner W, van Hemmen JL (1999). Hebbian learning and spiking neurons. Phys. Rev. E 59:4498-4514.

Levy WB, Steward O (1983). Temporal contiguity requirements for long-term associative potentiation/depression in the hippocampus. Neurosci. 8:791-797.

Markram H, Lubke J, Frotscher M, Sakmann B (1997). Regulation of synaptic efficacy by coincidence of postsynaptic APs and EPSPs. Science 275:213-215.

Mayank R. Mehta (2001). Neuronal Dynamics of Predictive Coding.  Neuroscientist, 7(6): 490-495.

Mayank R. Mehta & Matthew A. Wilson (2000). From Hippocampus to V1: Effect of LTP on spatio-temporal dynamics of receptive fields.  Neurocomputing, 32: 905-911.

Mayank R. Mehta, Michael. C. Quirk & Matthew A. Wilson (2000). Experience-dependent, asymmetric shape of hippocampal receptive fields. Neuron,  25:707-715.

Mayank R. Mehta, Carol A. Barnes & Bruce L. McNaughton (1997). Experience-dependent, asymmetric expansion of hippocampal place fields.  PNAS USA, 94:8918-8921.

Mayank R. Mehta & Bruce L. McNaughton (1997). Expansion and Shift of Hippocampal Place Fields: Evidence for Synaptic Potentiation During Behavior.  Computational Neuroscience:  Trends in Research 1997, eds. J. Bower, 741-745, Plenum Press, New York .

Mehta, MR, Barnes, CA, McNaughton, BL (1997). Experience-dependent, asymmetric expansion of hippocampal place fields. Proceedings of the National Academy of Science USA 94:8918-8921.

Minai, AA, Levy, WB (1993). Sequence learning in a single trial. INNS World Congress on Neural Networks II:505-508.

M.R. Mehta M.A. Wilson(1998). Society for Neuroscience Meeting Abstract, 758.3.

N. Intrator, L. N Cooper(1992).  Objective Function Formulation of the BCM Theory of Visual Cortical Plasticity: Statistical Connections, Stability Conditions.  Neural Networks (5) 3-17.

Nir Levy, David Horn, Isaac Meilijson and Eytan Ruppin(2001). Distributed Synchrony in a Cell Assembly of Spiking Neurons. Neural Networks 14, pp.  815-824.

Omer B. Artun, Harel Z. Shouval, and Leon N Cooper. The effect of dynamic synapses on spatiotemporal receptive fields in visual cortex (1998). PNAS Vol. 95, Issue 20, September 29: 11999-12003.

P. D. Roberts and C. C. Bell (2001) Mutual Inhibition Increases Adaptation Rate in an Electrosensory System.  Neurocomputing 38-40: 845-850.

P. D. Roberts and C. C. Bell (2000) Computational consequences of temporally asymmetric learning rules: II. Sensory image cancellation.  J. Compu.  Neurosci.  7: 67-83.

P. D. Roberts (2000). Electrosensory response mechanisms in mormyrid electric fish, Neurocomputing 32-33:243-248.

P. D. Roberts (2000). Dynamics of temporal learning rules.  Phys.  Rev.  E 62: 4077-4082.

P. D. Roberts (2000). Modeling Inhibitory Plasticity in the Electrosensory System of Mormyrid Electric Fish.  J. Neurophys.  84: 2035-2047.

P. D. Roberts (1999). Computational consequences of temporally asymmetric learning rules: I. Differential Hebbian learning.  J. Compu.  Neurosci.  7: 235-246.

Song, S. and Abbott, L.F. (2001). Column and Map Development and Cortical Re-Mapping Through Spike-Timing Dependent Plasticity. Neuron 32:339-350.

Song, S., Miller, K.D. and Abbott, L.F. (2000). Competitive Hebbian Learning Through Spike-Timing Dependent Synaptic Plasticity. Nature Neurosci. 3:919-926.

W.B. Levy (1989). Computational models of learning in simple neural systems edts. R.D. Hawkins, G.H. Bower, Academic, New York pp 243-305.

Victor Han, Kirsty Grant, and Curtis C. Bell (2000).  Reversible associative depression and nonassociative potentiation at a parallel fiber synapse. Neuron, 27:611622.

Yong Liu and Harel Shouval (1994). Localized Principal Components of Natural Images- An Analytical solution. Network vol 5.2.

Zhang LI, Tao, HW, Holt CE, Harris WA, Poo M-m (1998). A critical window for cooperation and competition among developing retinotectal synapses. Nature 395:37-44.