osnaDocs: Probabilistic Encoding and Decoding of Neural Activity in Rat Primary Visual Cortex

Probabilistic Encoding and Decoding of Neural Activity in Rat Primary Visual Cortex

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https://osnadocs.ub.uni-osnabrueck.de/handle/urn:nbn:de:gbv:700-201001304735

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DC Field	Value	Language
dc.creator	Bringmann, Holger Carl
dc.date.accessioned	2010-01-30T16:38:32Z
dc.date.available	2010-01-30T16:38:32Z
dc.date.issued	2009-09-03T15:08:53Z
dc.date.submitted	2009-09-03T15:08:53Z
dc.identifier.citation	University of Osnabrück, Germany (2002): 40
dc.identifier.uri	https://osnadocs.ub.uni-osnabrueck.de/handle/urn:nbn:de:gbv:700-201001304735	-
dc.description.abstract	Abstract: According to the information processing paradigm in the Cognitive Sciences, one of the nervous system´s most important functions is to encode information about the environment. Understanding the neural code means understanding the relationship between brain states and real events in the outer world. In this work, a probabilistic Framework for encoding (i.e., mapping events to neural response) and decoding (i.e., reconstruction of events from neural responses) of neural activity is presented and applied to theoretical and empirical data. Reconstruction is based on a Bayesian filter method, allowing the propagation of multi modal densities and the use of non-linear stimulus dynamics.
dc.subject	Neural Code
dc.subject	Neural Coding
dc.subject	Neural Decoding
dc.subject	Rat Primary Visual Cortex
dc.subject	Bayes
dc.subject	Bayesian Filter
dc.subject	Integrate-and-Fire-Neurons
dc.subject	random walk
dc.subject	stimulus reconstruction
dc.subject.ddc	590 - Tiere (Zoologie)
dc.title	Probabilistic Encoding and Decoding of Neural Activity in Rat Primary Visual Cortex	eng
dc.type	Abschlussarbeit(Bachelor) [bachelorThesis]	-
thesis.location	Osnabrück	-
thesis.institution	Universität	-
thesis.type	Bachelorarbeit [bachelor]	-
thesis.date	2002	-
elib.elibid	208	-
elib.marc.edt	erich	-
elib.dct.created	2009-09-03T11:35:31Z	-
elib.dct.modified	2009-09-03T15:08:53Z	-
vCard.ORG	UOS
Appears in Collections:	UOS Hochschulschriften

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