Decoding Phase-based Information from SSVEP Recordings with Use of Complex-Valued Neural Network

Abstract

In this paper, we report on the decoding of phase-based information from steady-state visual evoked potential (SSVEP) recordings by means of a multilayer feedforward neural network based on multivalued neurons. Networks of this kind have inputs and outputs which are well fitted for the considered task. The dependency of the decoding accuracy w.r.t. the… (More)

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@inproceedings{Manyakov2011DecodingPI, title={Decoding Phase-based Information from SSVEP Recordings with Use of Complex-Valued Neural Network}, author={Nikolay V. Manyakov and Nikolay Chumerin and Adrien Combaz and Arne Robben and Marijn van Vliet and Marc M. Van Hulle}, year={2011} }