Neural Networks with Delayed Hölder Continuous Activation Functions

Hits: 2854
Research areas:
Year:
2014
Type of Publication:
Article
Keywords:
Hopfield neural network, exponential stabilization, Non-Lipschitz continuous activation functions, Hölder continuous nonlinearities
Authors:
Nasser-eddine Tatar
Journal:
IJAIM
Volume:
2
Number:
6
Pages:
156-160
Month:
May
Abstract:
The stability issue for a problem appearing in Neural Network Theory is discussed in this paper. The considered system involvesdiscrete delays and continuous but not Lipschitz continuous activationfunctions. Our results extends similar ones in the literature from the Lipschitz case to the non-Lipschitz case.
Full text: IJAIM_260_Final.pdf

Indexed By