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Transductive neural decoding for unsorted neuronal spikes of rat hippocampus

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4 Author(s)
Zhe Chen ; Dept. of Brain & Cognitive Sci., MIT, Cambridge, MA, USA ; Kloosterman, F. ; Layton, S. ; Wilson, M.A.

Neural decoding is an important approach for extracting information from population codes. We previously proposed a novel transductive neural decoding paradigm and applied it to reconstruct the rat's position during navigation based on unsorted rat hippocampal ensemble spiking activity. Here, we investigate several important technical issues of this new paradigm using one data set of one animal. Several extensions of our decoding method are discussed.

Published in:

Engineering in Medicine and Biology Society (EMBC), 2012 Annual International Conference of the IEEE

Date of Conference:

Aug. 28 2012-Sept. 1 2012