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Affinity-Matrix representation of spike train activities in the early visual pathway.

作者信息

Fontes Cassio, Turchetti-Maia Ana Luiza, Baron Jerome, Padua Braga Antonio

机构信息

Department of Electronics, Federal University of Minas Gerais, Belo Horizonte, Brazil.

出版信息

Annu Int Conf IEEE Eng Med Biol Soc. 2010;2010:1398-400. doi: 10.1109/IEMBS.2010.5626723.

DOI:10.1109/IEMBS.2010.5626723
PMID:21096341
Abstract

The understanding of how neurons interact in the visual cortex and what types of neurons are responsable for each interaction are still open questions. In order to analyse such problem, the spiking activity of neurons in the central visual pathway of awake owls was analyzed with Principal Component Analysis (PCA) and clustering techniques. Further analysis using kernel representation revealed the existence of two large groups of neurons with distinguishable behavior.

摘要

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