Dynamics of Analog Neural Networks with Time Delay
Abstract
A time delay in the response of the neurons in a network can induce sustained oscillation and chaos. We present a stability criterion based on local stability analysis to prevent sustained oscillation in symmetric delay networks, and show an example of chaotic dynamics in a non-symmetric delay network.
Cite
Text
Marcus and Westervelt. "Dynamics of Analog Neural Networks with Time Delay." Neural Information Processing Systems, 1988.Markdown
[Marcus and Westervelt. "Dynamics of Analog Neural Networks with Time Delay." Neural Information Processing Systems, 1988.](https://mlanthology.org/neurips/1988/marcus1988neurips-dynamics/)BibTeX
@inproceedings{marcus1988neurips-dynamics,
title = {{Dynamics of Analog Neural Networks with Time Delay}},
author = {Marcus, Charles M. and Westervelt, R. M.},
booktitle = {Neural Information Processing Systems},
year = {1988},
pages = {568-576},
url = {https://mlanthology.org/neurips/1988/marcus1988neurips-dynamics/}
}