ANALYSIS OF PLASTIC NEURAL NETWORK MODELLING APPROACH TO SIGNAL PROCESSING / ANÁLISE DE MODELOS PLÁSTICOS DE REDES NEURAIS PARA O PROCESSAMENTO DE SINAIS

AUTOR(ES)

LUIZ ALBERTO LISBOA DA SILVA CARDOSO

DATA DE PUBLICAÇÃO

1992

RESUMO

Plastic neural network models are evaluated as an attractive neurocomputing approach to signal processing. Among these, the SONN model, as recently introduced by Tenorio and Lee, is reviewed and adopted as the basis for the implementation of an interactive network prototyping and analysis system, due to its reduced heuristics. Its use is exemplified in the task of detection and classification of pulsed signals, showing up results that preliminarily qualify the model as a tool for non-linear filtering and pattern recognition applications.

ASSUNTO(S)

redes neurais neural networks signal processing processamento de sinais

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