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Journal of Computational Neuroscience

, Volume 18, Issue 1, pp 85–103 | Cite as

Neuronal Mechanisms Encoding Global-to-Fine Information in Inferior-Temporal Cortex

  • Narihisa MatsumotoEmail author
  • Masato Okada
  • Yasuko Sugase-Miyamoto
  • Shigeru Yamane
Article

Abstract

Sugase et al. found that global information is represented at the initial transient firing of a single face-responsive neuron in inferior-temporal (IT) cortex, and that finer information is represented at the subsequent sustained firing. A feed-forward model and an attractor network are conceivable models to reproduce this dynamics. The attractor network, specifically an associative memory model, is employed to elucidate the neuronal mechanisms producing the dynamics. The results obtained by computer simulations show that a state of neuronal population initially approaches to a mean state of similar memory patterns, and that it finally converges to a memory pattern. This dynamics qualitatively coincides with that of face-responsive neurons. The dynamics of a single neuron in the model also coincides with that of a single face-responsive neuron. Furthermore, we propose two physiological experiments and predict the results from our model. Both predicted results are not explainable by the feed-forward model. Therefore, if the results obtained by actual physiological experiments coincide with our predicted results, the attractor network might be the neuronal mechanisms producing the dynamics of face-responsive neurons.

attractor network feed-forward model face-responsive neurons inferior-temporal cortex 

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Copyright information

© Springer Science+Business Media, Inc. 2005

Authors and Affiliations

  • Narihisa Matsumoto
    • 1
    • 2
    • 3
    Email author
  • Masato Okada
    • 2
    • 1
    • 4
    • 5
  • Yasuko Sugase-Miyamoto
    • 3
  • Shigeru Yamane
    • 3
  1. 1.“Intelligent Cooperation and Control,” PRESTOJSTSaitamaJapan
  2. 2.Laboratory for Mathematical NeuroscienceRIKEN Brain Science InstituteSaitamaJapan
  3. 3.National Institute of Advanced Industrial Science and TechnologyIbarakiJapan
  4. 4.Kawato Dynamic Brain ProjectERATOJSTKyotoJapan
  5. 5.Graduate School of Frontier SciencesThe University of TokyoChibaJapan

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