Improving Recall in an Associative Neural Network of Spiking Neurons

  • Authors:

  • Russell Hunter;Stuart Cobb;Bruce P. Graham

  • Affiliations:

  • Department of Computing Science and Mathematics, University of Stirling, Stirling, U.K. FK9 4LA;Division of Neuroscience and Biomedical Systems, University of Glasgow, Glasgow, U.K. G12 8QQ;Department of Computing Science and Mathematics, University of Stirling, Stirling, U.K. FK9 4LA

  • Venue:
  • Dynamic Brain - from Neural Spikes to Behaviors
  • Year:
  • 2007

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Abstract

The mammalian hippocampus has often been compared to neural networks of associative memory [6]. Previous investigation of associative memory in the brain using associative neural networks have lacked biological complexity. Using a network of biologically plausible spiking neurons we examine associative memory function against results for a simple artificial neural net [5]. We investigate implementations of methods for improving recall under biologically realistic conditions.