Multistability and Instability of Competitive Neural Networks with Mexican-Hat-Type Activation Functions

We investigate the existence and dynamical behaviors of multiple equilibria for competitive neural networks with a class of general Mexican-hat-type activation functions. The Mexican-hat-type activation functions are not monotonously increasing, and the structure of neural networks with Mexican-hat-...

Full description

Saved in:
Bibliographic Details
Main Authors: Xiaobing Nie, Jinde Cao, Shumin Fei
Format: Article
Language:English
Published: Wiley 2014-01-01
Series:Abstract and Applied Analysis
Online Access:http://dx.doi.org/10.1155/2014/901519
Tags: Add Tag
No Tags, Be the first to tag this record!