ML Anthology

Relating STDP to BCM

Eugene M. Izhikevich, Niraj S. Desai
NeCo 2003 pp. 1511-1523
doi:10.1162/089976603321891783 /neco/2003/izhikevich2003neco-relating/

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.

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Cite

Text

Izhikevich and Desai. "Relating STDP to BCM." Neural Computation, 2003. doi:10.1162/089976603321891783

Markdown

[Izhikevich and Desai. "Relating STDP to BCM." Neural Computation, 2003.](https://mlanthology.org/neco/2003/izhikevich2003neco-relating/) doi:10.1162/089976603321891783

BibTeX

@article{izhikevich2003neco-relating,
  title     = {{Relating STDP to BCM}},
  author    = {Izhikevich, Eugene M. and Desai, Niraj S.},
  journal   = {Neural Computation},
  year      = {2003},
  pages     = {1511-1523},
  doi       = {10.1162/089976603321891783},
  volume    = {15},
  url       = {https://mlanthology.org/neco/2003/izhikevich2003neco-relating/}
}