Online Trainig
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1. ONLINE TRAINING OF NEURAL METWORKS: METHODOLOGY FOR TIME VARYING ENVIRONMENTS / TREINAMENTO CONTÍNUO EM REDES NEURAIS: UM TRATAMENTO PARA AMBIENTES VARIANTES NO TEMPO
The main issue when dealing with non-stationary processes is related to the requirement of fast adaptation while simultaneously preventing catastrophic damage to previously learned behavior. In this thesis, two on-line learning techniques, one for supervised and the other for unsupervised artificial neural networks, are proposed. A new supervised procedure t
Publicado em: 1998