Conference Paper (published)
Details
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
Status | Published |
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Title of series | Lecture Notes in Computer Science |
Number in series | 5286 |
Publication date | 31/12/2008 |
Publication date online | 05/12/2007 |
Publisher | Springer-Verlag |
Publisher URL | |
Place of publication | Berlin, Germany |
ISSN of series | 0302-9743 |
ISBN | 978-3-540-88852-9 |
Conference | Dynamic Brain - from Neural Spikes to Behaviors: 12th International Summer School on Neural Networks, Erice, Italy, December 5-12, 2007 |
People (1)
Emeritus Professor, Computing Science