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  Noise, not stimulus entropy, determines neural information rate

Borst, A. (2003). Noise, not stimulus entropy, determines neural information rate. Journal of Computational Neuroscience, 14(1), 23-31. doi:10.1023/A:1021172200868.

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資料種別: 学術論文

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 作成者:
Borst, A.1, 著者           
所属:
1Department: Systems and Computational Neurobiology / Borst, MPI of Neurobiology, Max Planck Society, ou_1113548              

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キーワード: neural coding; spike timing precision; motion vision adaptation
 要旨: In the quest for deciphering the neural code, theoretical advances were made which allow for the determination of the information rate inherent in the spike trains of nerve cells. However, up to now, the dependence of the information rate on stimulus parameters has not been studied in any neuron in a systematic way. Here, I investigate the information carried by the spike trains of H1, a motion- sensitive visual interneuron of the blowfly (Calliphora vicina) using a moving grating as a stimulus. Stimulus parameters fall in two classes: those that have only a minor effect on the information rate like increasing the frequency bandwidth or the maximum amplitude of the stimulus velocity, and those which dramatically affect the neural information rate, like varying the spatial size or the contrast of the visual pattern being moved. It appears that, for a broad range of complex stimuli, the neuron covers the stimulus with its whole response repertoire regardless of the stimulus entropy, with the information rate being limited by the noise of the stimulus and the neural hardware.

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言語: eng - English
 日付: 2003-01
 出版の状態: 出版
 ページ: -
 出版情報: -
 目次: -
 査読: 査読あり
 識別子(DOI, ISBNなど): eDoc: 10126
ISI: 000179245800002
DOI: 10.1023/A:1021172200868
 学位: -

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出版物 1

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出版物名: Journal of Computational Neuroscience
種別: 学術雑誌
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出版社, 出版地: Boston : Kluwer Academic Publishers
ページ: - 巻号: 14 (1) 通巻号: - 開始・終了ページ: 23 - 31 識別子(ISBN, ISSN, DOIなど): ISSN: 0929-5313
CoNE: https://pure.mpg.de/cone/journals/resource/954925568787