Towards one-class pattern recognition in brain activity via neural networks

MICAI (2), pp. 126-137, 2010.

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compression neural networktwo-class classificationone-class svmappropriate classificationtwo-class methodMore(12+)

Abstract:

In this paper, we demonstrate how one-class recognition of cognitive brain functions across multiple subjects can be performed at the 90% level of accuracy via an appropriate choices of features which can be chosen automatically. The importance of this work is that while one-class is often the appropriate classification setting for identi...More

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