Modelling adaptation aftereffects in associative memory

Federica Menghini, Nicola van Rijsbergen, Alessandro Treves*

*Corresponding author for this work

Research output: Contribution to journalArticle

11 Citations (Scopus)

Abstract

We present a simple autoassociative neural network model of cortical adaptation that replicates a high-level category aftereffect. We study in our model the effect of a priming stimulus on retrieval from a briefly presented partial cue. We also explore, in our general framework, which learning conditions permit correct pattern retrieval.

Original languageEnglish
Pages (from-to)2000-2004
Number of pages5
JournalNeurocomputing
Volume70
Issue number10-12
DOIs
Publication statusPublished - 1 Jun 2007

Keywords

  • Associative memory
  • Firing rate adaptation
  • Multiple attractor states
  • Recurrent networks
  • Visual aftereffects

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