Dynamics-based sequential memory: winnerless competition of patterns.

نویسندگان

  • Philip Seliger
  • Lev S Tsimring
  • Mikhail I Rabinovich
چکیده

We introduce a biologically motivated dynamical principle of sequential memory which is based on winnerless competition (WLC) of event images. This mechanism is implemented in a two-layer neural model of sequential spatial memory. We present the learning dynamics which leads to the formation of a WLC network. After learning, the system is capable of associative retrieval of prerecorded sequences of patterns.

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عنوان ژورنال:
  • Physical review. E, Statistical, nonlinear, and soft matter physics

دوره 67 1 Pt 1  شماره 

صفحات  -

تاریخ انتشار 2003