Relating STDP to BCM-Reference-Cited by-同舟云学术

Relating STDP to BCM

Published:2003-07-01 Issue:7 Volume:15 Page:1511-1523
ISSN:0899-7667
Container-title:Neural Computation
language:en
Short-container-title:Neural Computation

Author:

Izhikevich Eugene M.¹,Desai Niraj S.²

Affiliation:

1. The Neurosciences Institute, San Diego, CA, 92121, U.S.A., ,

2. The Neurosciences Institute, San Diego, CA, 92121, U.S.A.,

Abstract

We demonstrate that the BCM learning rule follows directly from STDP when pre- and postsynaptic neurons fire uncorrelated or weakly correlated Poisson spike trains, and only nearest-neighbor spike interactions are taken into account.

Publisher

MIT Press - Journals

Subject

Cognitive Neuroscience,Arts and Humanities (miscellaneous)

Link

https://www.mitpressjournals.org/doi/pdf/10.1162/089976603321891783

Reference18 articles.

1. Dynamical model of long-term synaptic plasticity

2. A Physiological Basis for a Theory of Synapse Modification

3. Synaptic plasticity: LTP and LTD

4. Synaptic Modifications in Cultured Hippocampal Neurons: Dependence on Spike Timing, Synaptic Strength, and Postsynaptic Cell Type

5. Theory for the development of neuron selectivity: orientation specificity and binocular interaction in visual cortex

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