This paper presents an approach to the joint optimization of neural network structure and weights which can take advantage of backpropagation as a specialized decoder. The approach is applied to binary classification of brain waves in the context of brain-computer interfaces.
A neural evolutionary classification method for brain-wave analysis / A. Azzini, A.G.B. Tettamanzi - In: Applications of evolutionary computing, EvoWorkshops 2006: EvoBIO, EvoCOMNET, EvoHOT, EvoIASP, EvoINTERACTION, EvoMUSART, and EvoSTOC, Budapest, Hungary, April 2006 : proceedings / F. Rothlauf. - Berlin : Springer, 2006. - ISBN 3540332375. - pp. 500-504 (( convegno EvoWorkshops 2006 tenutosi a Budapest nel 2006.
A neural evolutionary classification method for brain-wave analysis
A. Azzini;A.G.B. Tettamanzi
2006
Abstract
This paper presents an approach to the joint optimization of neural network structure and weights which can take advantage of backpropagation as a specialized decoder. The approach is applied to binary classification of brain waves in the context of brain-computer interfaces.
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