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  A New Perceptual Bias Reveals Suboptimal Population Decoding of Sensory Responses

Putzeys, T., Bethge, M., Wichmann, F., Wagemans, J., & Goris, R. (2012). A New Perceptual Bias Reveals Suboptimal Population Decoding of Sensory Responses. PLoS Computational Biology, 8(4), 1-13. doi:10.1371/journal.pcbi.1002453.

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資料種別: 学術論文

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 作成者:
Putzeys, T, 著者
Bethge, M, 著者           
Wichmann, F1, 著者           
Wagemans, J, 著者
Goris, R, 著者
所属:
1Dept. Empirical Inference, Max Planck Institute for Intelligent Systems, Max Planck Society, ou_1497647              

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キーワード: Abt. Schölkopf
 要旨: Several studies have reported optimal population decoding of sensory responses in two-alternative visual discrimination tasks. Such decoding involves integrating noisy neural responses into a more reliable representation of the likelihood that the stimuli under consideration evoked the observed responses. Importantly, an ideal observer must be able to evaluate likelihood with high precision and only consider the likelihood of the two relevant stimuli involved in the discrimination task. We report a new perceptual bias suggesting that observers read out the likelihood representation with remarkably low precision when discriminating grating spatial frequencies. Using spectrally filtered noise, we induced an asymmetry in the likelihood function of spatial frequency. This manipulation mainly affects the likelihood of spatial frequencies that are irrelevant to the task at hand. Nevertheless, we find a significant shift in perceived grating frequency, indicating that observers evaluate likelihoods of a broad range of irrelevant frequencies and discard prior knowledge of stimulus alternatives when performing two-alternative discrimination.

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 日付: 2012-04
 出版の状態: 出版
 ページ: -
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 識別子(DOI, ISBNなど): DOI: 10.1371/journal.pcbi.1002453
BibTex参照ID: PutzeysBWWG2012
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出版物名: PLoS Computational Biology
種別: 学術雑誌
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出版社, 出版地: -
ページ: - 巻号: 8 (4) 通巻号: - 開始・終了ページ: 1 - 13 識別子(ISBN, ISSN, DOIなど): -