Deneve S. (2008). Bayesian spiking neurons II: learning. Neural computation. 20 [PubMed]

See more from authors: Deneve S

References and models cited by this paper

Artola A, Bröcher S, Singer W. (1990). Different voltage-dependent thresholds for inducing long-term depression and long-term potentiation in slices of rat visual cortex. Nature. 347 [PubMed]

Barlow H. (2001). Redundancy reduction revisited. Network (Bristol, England). 12 [PubMed]

Bienenstock EL, Cooper LN, Munro PW. (1982). Theory for the development of neuron selectivity: orientation specificity and binocular interaction in visual cortex. The Journal of neuroscience : the official journal of the Society for Neuroscience. 2 [PubMed]

Bishop C. (1995). Neural Networks For Pattern Recognition.

Bliss TV, Collingridge GL. (1993). A synaptic model of memory: long-term potentiation in the hippocampus. Nature. 361 [PubMed]

Deneve S, Mongillo M. (2006). Online line expectation-maximization in hidden Markov models Unpublished manuscript submitted for publication.

Dudek SM, Bear MF. (1992). Homosynaptic long-term depression in area CA1 of hippocampus and effects of N-methyl-D-aspartate receptor blockade. Proceedings of the National Academy of Sciences of the United States of America. 89 [PubMed]

Fairhall AL, Lewen GD, Bialek W, de Ruyter Van Steveninck RR. (2001). Efficiency and ambiguity in an adaptive neural code. Nature. 412 [PubMed]

Frey B. (1998). Graphical Models for Machine Learning and Digital Communication.

Froemke RC, Dan Y. (2002). Spike-timing-dependent synaptic modification induced by natural spike trains. Nature. 416 [PubMed]

Froemke RC, Tsay IA, Raad M, Long JD, Dan Y. (2006). Contribution of individual spikes in burst-induced long-term synaptic modification. Journal of neurophysiology. 95 [PubMed]

Hebb D. (1984). Self-organization and associative memory.

Hebb DO. (1949). The Organization Of Behavior.

Jordan M. (1974). Learning in graphical models.

Lee TS, Mumford D. (2003). Hierarchical Bayesian inference in the visual cortex. Journal of the Optical Society of America. A, Optics, image science, and vision. 20 [PubMed]

Markram H, Lübke J, Frotscher M, Sakmann B. (1997). Regulation of synaptic efficacy by coincidence of postsynaptic APs and EPSPs. Science (New York, N.Y.). 275 [PubMed]

Markram H, Tsodyks M. (1996). Redistribution of synaptic efficacy between neocortical pyramidal neurons. Nature. 382 [PubMed]

Poggio T. (1990). A theory of how the brain might work. Cold Spring Harbor symposia on quantitative biology. 55 [PubMed]

Rabiner L. (1989). A tutorial on hidden Markov models and selected applications in speech recognition. Proc IEEE. 77

Sejnowski T, Bell A. (1995). A non-linear information maximization algorithm that performs blind separation Advances in neural information processing systems. 7

Senn W, Buchs NJ. (2003). Spike-based synaptic plasticity and the emergence of direction selective simple cells: mathematical analysis. Journal of computational neuroscience. 14 [PubMed]

Spruston N, Lisman J. (1986). From basic neural network principles to neural architecture: Emergence of orientation columns Nature Neurosci. 83

Turrigiano G, Nelson S, Sjostrom P. (1996). Rate, timing, and cooperativity jointly determine cortical synaptic plasticity Neural Comput. 8

Viterbi AJ. (1967). Error bounds for convolutional codes and an asymptotically optimum decoding algorithm IEEE Trans Info Theor. 13

Wainwright MJ. (1999). Visual adaptation as optimal information transmission. Vision research. 39 [PubMed]

Wang HX, Gerkin RC, Nauen DW, Bi GQ. (2005). Coactivation and timing-dependent integration of synaptic potentiation and depression. Nature neuroscience. 8 [PubMed]

Weiss Y, Freeman WT. (2001). Correctness of belief propagation in Gaussian graphical models of arbitrary topology. Neural computation. 13 [PubMed]

Yao H, Dan Y. (2005). Synaptic learning rules, cortical circuits, and visual function. The Neuroscientist : a review journal bringing neurobiology, neurology and psychiatry. 11 [PubMed]

References and models that cite this paper

Hawkins J, Ahmad S. (2016). Why Neurons Have Thousands of Synapses, a Theory of Sequence Memory in Neocortex. Frontiers in neural circuits. 10 [PubMed]

This website requires cookies and limited processing of your personal data in order to function. By continuing to browse or otherwise use this site, you are agreeing to this use. See our Privacy policy and how to cite and terms of use.