ML Anthology

Optoelectronic Implementation of a FitzHugh-Nagumo Neural Model

Alexandre R. Romariz, Kelvin Wagner
NeurIPS 2002 pp. 1091-1098
/neurips/2002/romariz2002neurips-optoelectronic/

Abstract

An optoelectronic implementation of a spiking neuron model based on the FitzHugh-Nagumo equations is presented. A tunable semiconduc- tor laser source and a spectral filter provide a nonlinear mapping from driver voltage to detected signal. Linear electronic feedback completes the implementation, which allows either electronic or optical input sig- nals. Experimental results for a single system and numeric results of model interaction confirm that important features of spiking neural mod- els can be implemented through this approach.

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Text

Romariz and Wagner. "Optoelectronic Implementation of a FitzHugh-Nagumo Neural Model." Neural Information Processing Systems, 2002.

Markdown

[Romariz and Wagner. "Optoelectronic Implementation of a FitzHugh-Nagumo Neural Model." Neural Information Processing Systems, 2002.](https://mlanthology.org/neurips/2002/romariz2002neurips-optoelectronic/)

BibTeX

@inproceedings{romariz2002neurips-optoelectronic,
  title     = {{Optoelectronic Implementation of a FitzHugh-Nagumo Neural Model}},
  author    = {Romariz, Alexandre R. and Wagner, Kelvin},
  booktitle = {Neural Information Processing Systems},
  year      = {2002},
  pages     = {1091-1098},
  url       = {https://mlanthology.org/neurips/2002/romariz2002neurips-optoelectronic/}
}