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-...
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Main Authors: | Xiaobing Nie, Jinde Cao, Shumin Fei |
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Format: | Article |
Language: | English |
Published: |
Wiley
2014-01-01
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Series: | Abstract and Applied Analysis |
Online Access: | http://dx.doi.org/10.1155/2014/901519 |
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