Connection Topology and Dynamics in Lateral Inhibition Networks
Abstract
We show analytically how the stability of two-dimensional lateral inhibition neural networks depends on the local connection topology. For various network topologies, we calculate the critical time delay for the onset of oscillation in continuous-time networks and present analytic phase diagrams characterizing the dynamics of discrete-time networks.
Cite
Text
Marcus et al. "Connection Topology and Dynamics in Lateral Inhibition Networks." Neural Information Processing Systems, 1990.Markdown
[Marcus et al. "Connection Topology and Dynamics in Lateral Inhibition Networks." Neural Information Processing Systems, 1990.](https://mlanthology.org/neurips/1990/marcus1990neurips-connection/)BibTeX
@inproceedings{marcus1990neurips-connection,
title = {{Connection Topology and Dynamics in Lateral Inhibition Networks}},
author = {Marcus, C.M and Waugh, F. R. and Westervelt, R. M.},
booktitle = {Neural Information Processing Systems},
year = {1990},
pages = {98-104},
url = {https://mlanthology.org/neurips/1990/marcus1990neurips-connection/}
}