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Priors and visual perception

Research Project

Project/Area Number 24300146
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypePartial Multi-year Fund
Section一般
Research Field Fusional basic brain science
Research InstitutionThe Institute of Physical and Chemical Research

Principal Investigator

GARDNDER JUSTIN  独立行政法人理化学研究所, 脳科学総合研究センター, チームリーダー (70565134)

Project Period (FY) 2012-04-01 – 2015-03-31
Project Status Completed (Fiscal Year 2014)
Budget Amount *help
¥18,850,000 (Direct Cost: ¥14,500,000、Indirect Cost: ¥4,350,000)
Fiscal Year 2014: ¥5,980,000 (Direct Cost: ¥4,600,000、Indirect Cost: ¥1,380,000)
Fiscal Year 2013: ¥5,850,000 (Direct Cost: ¥4,500,000、Indirect Cost: ¥1,350,000)
Fiscal Year 2012: ¥7,020,000 (Direct Cost: ¥5,400,000、Indirect Cost: ¥1,620,000)
Keywords事前知識 / Priors / fMRI / Attention / Vision / Perception / 注意 / 視覚 / 知覚
Outline of Final Research Achievements

Often our visual sense gives us only ambiguous or uncertain information about the world. A powerful set of theories suggest that we should use prior knowledge to disambiguate such sensory evidence. This Kakenhi was geared towards understanding the representations of such prior information on visual processing. We chose to study this framework of Bayesian inference in the visual system for which there is considerable knowledge about the basic neural circuitry that represents sensory responses. Using functional imaging, computational analyses and behavioral measurement we found a representation of visual motion that incorporates a prior for slow movement. We have also examined how prior cues indicating the relevance of particular locations can enhance behavioral performance by efficient selection of sensory signals. Finally, we have uncovered evidence for a behavioral switching heuristics in which subjects switch between priors and evidence rather than integrate the two.

Report

(4 results)
  • 2014 Annual Research Report   Final Research Report ( PDF )
  • 2013 Annual Research Report
  • 2012 Annual Research Report
  • Research Products

    (31 results)

All 2015 2014 2013 2012 Other

All Journal Article (8 results) (of which Peer Reviewed: 8 results,  Open Access: 2 results,  Acknowledgement Compliant: 2 results) Presentation (21 results) (of which Invited: 6 results) Remarks (2 results)

  • [Journal Article] A case for human systems neuroscience2014

    • Author(s)
      Gardner, J. L.
    • Journal Title

      Neuroscience

      Volume: 296 Pages: 130-137

    • DOI

      10.1016/j.neuroscience.2014.06.052

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Encoding of graded changes in spatial specificity of prior cues in human visual cortex2014

    • Author(s)
      Hara, Y. and Gardner, J. L.
    • Journal Title

      Journal of Neurophysiology

      Volume: 112 Issue: 11 Pages: 2834-2849

    • DOI

      10.1152/jn.00729.2013

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Cortical correlates of human motion perception biases2014

    • Author(s)
      Vintch B, and Gardner JL
    • Journal Title

      Journal of Neuroscience

      Volume: 34 Issue: 7 Pages: 2592-2604

    • DOI

      10.1523/jneurosci.2809-13.2014

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Differing effects of attention in single-units and populations are well predicted by heterogeneous tuning and the normalization model of attention2014

    • Author(s)
      Hara Y, Pestilli F, and Gardner JL
    • Journal Title

      Frontiers in Computational Neuroscience

      Volume: 8 Pages: 12-12

    • DOI

      10.3389/fncom.2014.00012

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Modulation of visual responses by gaze direction in human visual cortex2013

    • Author(s)
      Merriam EP, Gardner JL, Movshon JA, and Heeger DJ
    • Journal Title

      Journal of Neuroscience

      Volume: 33 Issue: 24 Pages: 9879-9889

    • DOI

      10.1523/jneurosci.0500-12.2013

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Demonstration of tuning to stimulus orientation in the human visual cortex : A high-resolution fMRI study with a novel continuous and periodic stimulation paradigm.2013

    • Author(s)
      Sun, P., Gardner, J. L., Costagli, M., Ueno, K., Waggoner, R. A., Tanaka, K., and Cheng K
    • Journal Title

      Cerabral Cortex

      Volume: 27 Issue: 7 Pages: 1618-29

    • DOI

      10.1093/cercor/bhs149

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Learning to simulate others' decisions2012

    • Author(s)
      Suzuki S, Harasawa N, Ueno K, Gardner JL, Ichinohe N, Haruno M, Cheng K, Nakahara H.
    • Journal Title

      Neuron

      Volume: 74(6) Issue: 6 Pages: 1125-37

    • DOI

      10.1016/j.neuron.2012.04.030

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Functional signalers of changes in visual stimuli : Cortical responses to increments and decrements in motion coherence.2012

    • Author(s)
      Gardner, J. L., Wan, X., Ricciardi, E., Pietrini, P., Tanaka, K., and Cheng, K.
    • Journal Title

      Cerebral Cortex

      Volume: 24 Issue: 1 Pages: 1-9

    • DOI

      10.1093/cercor/bhs294

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Presentation] Expectation modulates activity in primary visual cortex2015

    • Author(s)
      Rentzeperis, I., and Gardner, J. L.
    • Organizer
      Computational and Systems Neuroscience (Cosyne) 2015
    • Place of Presentation
      Salt Lake City, USA
    • Year and Date
      2015-03-06
    • Related Report
      2014 Annual Research Report
  • [Presentation] From contrast adaptation to efficient selection2015

    • Author(s)
      Gardner, J. L.
    • Organizer
      International Symposium on Neural Mechanisms of Vision and Cognition
    • Place of Presentation
      CiNet, 大阪
    • Year and Date
      2015-03-03
    • Related Report
      2014 Annual Research Report
    • Invited
  • [Presentation] Neural correlates of change blindness in human early visual cortex2014

    • Author(s)
      Yeh, L-F, and Gardner, J.L.
    • Organizer
      Neuroscience 2014
    • Place of Presentation
      横浜
    • Year and Date
      2014-11-16
    • Related Report
      2014 Annual Research Report
  • [Presentation] Neural correlates of change blindness in human early visual cortex2014

    • Author(s)
      Yeh, L-F, and Gardner, J.L.
    • Organizer
      第37回日本神経科学大会
    • Place of Presentation
      Washington DC, USA
    • Year and Date
      2014-09-11
    • Related Report
      2014 Annual Research Report
  • [Presentation] Efficient selection of sensory signals for attention2014

    • Author(s)
      Gardner, J. L.
    • Organizer
      Summer Institute in Cognitive Neuroscience
    • Place of Presentation
      University of California, Santa Barbara
    • Year and Date
      2014-06-25
    • Related Report
      2014 Annual Research Report
    • Invited
  • [Presentation] Cortical mechanisms in humans which improve perception with prior information2012

    • Author(s)
      Gardner, J. L.
    • Organizer
      Stanford University
    • Place of Presentation
      Palo Alto, CA, VSA(招待講演)
    • Year and Date
      2012-12-13
    • Related Report
      2012 Annual Research Report
  • [Presentation] Cortical mechanisms in humans which improve perception with prior information2012

    • Author(s)
      Gardner, J. L.
    • Organizer
      UCSF
    • Place of Presentation
      San Francisco, CA, USA(招待講演)
    • Year and Date
      2012-12-11
    • Related Report
      2012 Annual Research Report
  • [Presentation] Cortical mechanisms in humans which improve perception with prior information2012

    • Author(s)
      Gardner, J. L.
    • Organizer
      University of California, Berkeley
    • Place of Presentation
      Berkeley, CA, USA(招待講演)
    • Year and Date
      2012-12-10
    • Related Report
      2012 Annual Research Report
  • [Presentation] Human imaging of visual priors2012

    • Author(s)
      Gardner, J. L.
    • Organizer
      Harvard University Symposium
    • Place of Presentation
      Cambridge, MA, USA(招待講演)
    • Year and Date
      2012-10-19
    • Related Report
      2012 Annual Research Report
  • [Presentation] Encoding of graded changes in validity of spatial priors in human Visual cortex.2012

    • Author(s)
      Hara, Y., and Gardner, J.L.
    • Organizer
      Asia Pacific Conference on Vision
    • Place of Presentation
      Seoul, Korea
    • Year and Date
      2012-07-14
    • Related Report
      2012 Annual Research Report
  • [Presentation] Biases in speed perception are encoded in human early visual cortex 。2012

    • Author(s)
      Gardner, J. L.
    • Organizer
      Expanding Horizon of MRI in Neuroscience : SNUBrain Imaging Center Opening Symposium
    • Place of Presentation
      Seoul National University, Seoul, Korea(招待講演)
    • Year and Date
      2012-06-15
    • Related Report
      2012 Annual Research Report
  • [Presentation] Spatial priors enhance behavioral performance through efficient selection of visual cortical signals.2012

    • Author(s)
      Gardner, J. L.
    • Organizer
      Emory University
    • Place of Presentation
      Atlanta, GA, USA(招待講演)
    • Year and Date
      2012-06-15
    • Related Report
      2012 Annual Research Report
  • [Presentation] Cortical mechanisms in humans which improve perception with prior information

    • Author(s)
      Gardner JL
    • Organizer
      Symposium on decision making and neural computation, Taiwan Mind and Brain Imaging Center, National Cheng-Chi University
    • Place of Presentation
      台湾
    • Related Report
      2013 Annual Research Report
    • Invited
  • [Presentation] Attending to expression or identity of dynamic faces engages different cortical areas

    • Author(s)
      Dobs K, and Gardner JL
    • Organizer
      Society for Neuroscience 2013
    • Place of Presentation
      San Diego, USA
    • Related Report
      2013 Annual Research Report
  • [Presentation] Naturally occurring and experimentally induced choice history biases in human observers

    • Author(s)
      Abrahamyan A, and Gardner JL
    • Organizer
      Society for Neuroscience 2013
    • Place of Presentation
      San Diego, USA
    • Related Report
      2013 Annual Research Report
  • [Presentation] Humans exploit uncertainty and bimodality of priors in motion direction estimation

    • Author(s)
      Laquitaine S, and Gardner JL
    • Organizer
      Society for Neuroscience 2013
    • Place of Presentation
      San Diego, USA
    • Related Report
      2013 Annual Research Report
  • [Presentation] Modulation of visual responses by gaze direction in human visual cortex

    • Author(s)
      Merriam EP, Gardner JL, Movshon JA, Heeger D
    • Organizer
      Society for Neuroscience 2013
    • Place of Presentation
      San Diego, USA
    • Related Report
      2013 Annual Research Report
  • [Presentation] Past failures can bias human decisions

    • Author(s)
      Abrahamyan A, and Gardner JL
    • Organizer
      第36回日本神経科学大会 (Neuro2013)
    • Place of Presentation
      京都
    • Related Report
      2013 Annual Research Report
  • [Presentation] 事前情報と視覚

    • Author(s)
      Gardner JL
    • Organizer
      応用脳科学「ニューロアテンション研究会」
    • Place of Presentation
      東京
    • Related Report
      2013 Annual Research Report
    • Invited
  • [Presentation] 視覚注意について

    • Author(s)
      Gardner JL
    • Organizer
      応用脳科学アカデミー「脳と認知・身体・行動」
    • Place of Presentation
      東京
    • Related Report
      2013 Annual Research Report
    • Invited
  • [Presentation] Neural mechanisms for perceptual enhancement with spatial attention

    • Author(s)
      Gardner JL
    • Organizer
      システム神経生物学スプリングスクール
    • Place of Presentation
      京都
    • Related Report
      2013 Annual Research Report
    • Invited
  • [Remarks] 人間システム神経科学研究チーム ホームページ

    • URL

      http://gru.brain.riken.jp

    • Related Report
      2013 Annual Research Report
  • [Remarks]

    • URL

      http://gru.brain.riken.jp

    • Related Report
      2012 Annual Research Report

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Published: 2012-04-24   Modified: 2019-07-29  

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