Neural signature of the perceptual decision in the neural population responses of the inferior temporal cortex

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作者
Mohammad-Reza A. Dehaqani
Nazli Emadi
Abdol-Hossein Vahabie
Amin Zandvakili
Hossein Esteky
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[1] University of Tehran,Cognitive Systems Laboratory, Control and Intelligent Processing Center of Excellence (CIPCE), School of Electrical and Computer Engineering, College of Engineering
[2] Institute for Research in Fundamental Sciences,School of Cognitive Sciences
[3] Shahid Beheshti University of Medical Sciences,Research Center for Brain and Cognition, School of Medicine
[4] Alpert Medical School of Brown University,Department of Psychiatry and Human Behavior
[5] Pasargad Institute for Advanced Innovative Solutions (PIAIS),Department for Brain Science and Technology
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Rapid categorization of visual objects is critical for comprehending our complex visual world. The role of individual cortical neurons and neural populations in categorizing visual objects during passive vision has previously been studied. However, it is unclear whether and how perceptually guided behaviors affect the encoding of stimulus categories by neural population activity in the higher visual cortex. Here we studied the activity of the inferior temporal (IT) cortical neurons in macaque monkeys during both passive viewing and categorization of ambiguous body and object images. We found enhanced category information in the IT neural population activity during the correct, but not wrong, trials of the categorization task compared to the passive task. This encoding enhancement was task difficulty dependent with progressively larger values in trials with more ambiguous stimuli. Enhancement of IT neural population information for behaviorally relevant stimulus features suggests IT neural networks' involvement in perceptual decision-making behavior.
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