Neural Networks with Delayed Hölder Continuous Activation Functions

Research areas:

• Volume 2,Issue 6,May 2014

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.

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