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  Information encoding in the inferior temporal visual cortex: contributions of the firing rates and the correlations between the firing of neurons

Rolls, E., Aggelopoulos, N., Franco, L., & Treves, A. (2004). Information encoding in the inferior temporal visual cortex: contributions of the firing rates and the correlations between the firing of neurons. Biological Cybernetics, 90(1), 19-32. doi:10.1007/s00422-003-0451-5.

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 Urheber:
Rolls, ET, Autor
Aggelopoulos, NC1, Autor           
Franco, L, Autor
Treves, A, Autor
Affiliations:
1External Organizations, ou_persistent22              

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 Zusammenfassung: The encoding of information by populations of neurons in the macaque inferior temporal cortex was analyzed using quantitative information-theoretic approaches. It was shown that almost all the information about which of 20 stimuli had been shown in a visual fixation task was present in the number of spikes emitted by each neuron, with stimulus-dependent cross-correlation effects adding for most sets of simultaneously recorded neurons almost no additional information. It was also found that the redundancy between the simultaneously recorded neurons was low, approximately 4 to 10. Consistent with this, a decoding procedure applied to a population of neurons showed that the information increases approximately linearly with the number of cells in the population.

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 Datum: 2004-01
 Publikationsstatus: Erschienen
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 Ort, Verlag, Ausgabe: -
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 Identifikatoren: DOI: 10.1007/s00422-003-0451-5
BibTex Citekey: 6193
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Titel: Biological Cybernetics
  Andere : Biol. Cybern.
Genre der Quelle: Zeitschrift
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Ort, Verlag, Ausgabe: Berlin : Springer
Seiten: - Band / Heft: 90 (1) Artikelnummer: - Start- / Endseite: 19 - 32 Identifikator: ISSN: 0340-1200
CoNE: https://pure.mpg.de/cone/journals/resource/954927549307