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Conference Proceeding

Improving Recall in an Associative Neural Network of Spiking Neurons

Citation
Hunter R, Cobb SR & Graham B (2008) Improving Recall in an Associative Neural Network of Spiking Neurons. In: Marinaro M, Scarpetta S & Yamaguchi Y (eds.) Dynamic Brain - from Neural Spikes to Behaviors: 12th International Summer School on Neural Networks, Erice, Italy, December 5-12, 2007, Revised Lectures. Lecture Notes in Computer Science, 5286. Dynamic Brain - from Neural Spikes to Behaviors: 12th International Summer School on Neural Networks, Erice, Italy, December 5-12, 2007. Berlin, Germany: Springer-Verlag, pp. 137-141. http://www.springerlink.com/content/q743140145461514/; https://doi.org/10.1007/978-3-540-88853-6_12

Abstract
The mammalian hippocampus has often been compared to neural networks of associative memory. 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. We investigate implementations of methods for improving recall under biologically realistic conditions.

Keywords
Associative memory; Mammalian hippocampus; Neural networks; Pattern recall; Inhibition

StatusPublished
Author(s)Hunter, Russell; Cobb, Stuart R; Graham, Bruce
Title of seriesLecture Notes in Computer Science
Number in series5286
Publication date31/12/2008
Publication date online05/12/2007
PublisherSpringer-Verlag
Publisher URLhttp://www.springerlink.com/content/q743140145461514/
Place of publicationBerlin, Germany
ISSN of series0302-9743
ISBN978-3-540-88852-9
ConferenceDynamic Brain - from Neural Spikes to Behaviors: 12th International Summer School on Neural Networks, Erice, Italy, December 5-12, 2007
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