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Model-based feature construction for multivariate decoding

Conventional decoding methods in neuroscience aim to predict discrete brain states from multivariate correlates of neural activity. This approach faces two important challenges. First, a small number of examples are typically represented by a much larger number of features, making it hard to select...

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Main Authors: Brodersen, Kay H., Haiss, Florent, Ong, Cheng Soon, Jung, Fabienne, Tittgemeyer, Marc, Buhmann, Joachim M., Weber, Bruno, Stephan, Klaas E.
格式: Artigo
語言:Inglês
出版: 2010
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在線閱讀:https://ncbi.nlm.nih.gov/pmc/articles/PMC3112410/
https://ncbi.nlm.nih.gov/pubmed/20406688
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.neuroimage.2010.04.036
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