Dynamic link models for global decision making with binding-by-synchrony

Yasuomi D. Sato, Jenia Jitsev, Thomas Burwick, Christoph Von Der Malsburg

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

We address the problem of integrating information about multiple objects and their positions on a visual scene. A primate visual system has fewer difficulties in rapidly achieving integration, given even when presented with several objects. Here, we propose a neurally plausible mechanism for simultaneously coordinating the local decision-making process of "what"- and "where"-information for the organization of global multi-object recognition. The mechanism is based on paradigms of binding-by-synchrony and dynamic link matching in a network system of the macrocolumnar cortical model. These paradigms are responsible for encoding an individual object and its position through a synchronizationdesynchronization process among selected or unselected links of the objects.

Original languageEnglish
Title of host publicationProceedings - 2010 2nd World Congress on Nature and Biologically Inspired Computing, NaBIC 2010
Pages201-208
Number of pages8
DOIs
Publication statusPublished - 2010
Event2010 2nd World Congress on Nature and Biologically Inspired Computing, NaBIC 2010 - Kitakyushu, Japan
Duration: 2010 Dec 152010 Dec 17

Publication series

NameProceedings - 2010 2nd World Congress on Nature and Biologically Inspired Computing, NaBIC 2010

Other

Other2010 2nd World Congress on Nature and Biologically Inspired Computing, NaBIC 2010
CountryJapan
CityKitakyushu
Period10/12/1510/12/17

Keywords

  • Binding by-synchrony
  • Binding problems
  • Dynamic link matching
  • Recognition process

ASJC Scopus subject areas

  • Computational Theory and Mathematics
  • Theoretical Computer Science

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