Single-Trial Classification of Bistable Perception by Integrating Empirical Mode Decomposition, Clustering, and Support Vector Machine

We propose an empirical mode decomposition (EMD-) based method to extract features from the multichannel recordings of local field potential (LFP), collected from the middle temporal (MT) visual cortex in a macaque monkey, for decoding its bistable structure-from-motion (SFM) perception. The feature...

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Bibliographic Details
Main Authors: Hualou Liang, Nikos K. Logothetis, Alexander Maier, Zhisong Wang
Format: Article
Language:English
Published: SpringerOpen 2008-04-01
Series:EURASIP Journal on Advances in Signal Processing
Online Access:http://dx.doi.org/10.1155/2008/592742