Multilayer Perceptron: Architecture Optimization and Training

Multilayer Perceptron: Architecture Optimization and Training

The multilayer perceptron has a large wide of classification and regression applications in many fields: pattern recognition, voice and classification problems. But the architecture choice has a great impact on the convergence of these networks. In the present paper we introduce a new approach to op...

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Bibliographic Details
Main Authors: Hassan Ramchoun, Mohammed Amine, Janati Idrissi, Youssef Ghanou, Mohamed Ettaouil
Format: Article
Language:English
Published: Universidad Internacional de La Rioja (UNIR) 2016-09-01
Series:International Journal of Interactive Multimedia and Artificial Intelligence
Subjects:
Architecture
Genetic Algorithms
Multiplayer Perceptron
Nonlinear Operation
Optimization
Online Access:http://www.ijimai.org/journal/node/907

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