ML Anthology

On the Computational Complexity of Networks of Spiking Neurons

Wolfgang Maass
NeurIPS 1994 pp. 183-190
/neurips/1994/maass1994neurips-computational/

Abstract

We investigate the computational power of a formal model for net(cid:173) works of spiking neurons, both for the assumption of an unlimited timing precision, and for the case of a limited timing precision. We also prove upper and lower bounds for the number of examples that are needed to train such networks.

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Cite

Text

Maass. "On the Computational Complexity of Networks of Spiking Neurons." Neural Information Processing Systems, 1994.

Markdown

[Maass. "On the Computational Complexity of Networks of Spiking Neurons." Neural Information Processing Systems, 1994.](https://mlanthology.org/neurips/1994/maass1994neurips-computational/)

BibTeX

@inproceedings{maass1994neurips-computational,
  title     = {{On the Computational Complexity of Networks of Spiking Neurons}},
  author    = {Maass, Wolfgang},
  booktitle = {Neural Information Processing Systems},
  year      = {1994},
  pages     = {183-190},
  url       = {https://mlanthology.org/neurips/1994/maass1994neurips-computational/}
}