Multi-associative memory in fLIF cell assemblies.

Huyck, Christian R. and Nadh, Kailash (2009) Multi-associative memory in fLIF cell assemblies. In: 9th International Conference on Cognitive Modeling, 24th-26th July 2009, Manchester.

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Abstract

The fundamental mammalian behaviours of perception, recognition, recollection, and all other psychological phenomena are intrinsically related to the basic cognitive tasks of memorisation and association. Based on Hebb’s Cell Assembly (CA) theory, it is believed that concepts are encoded as neuronal CAs in mammalian cortical areas. This paper describes a series of simulations that demonstrate various associative memory tasks using CAs based on biologically plausible fatiguing, Leaky, Integrate and Fire neurons. The simulations show the ability of CAs to form, retain and recollect basic concepts and multiple and sequential associations.

Item Type: Conference or Workshop Item (Paper)
Keywords (uncontrolled): Cell Assemblies; Multi-associative memory; fLIF neurons
Research Areas: A. > School of Science and Technology > Computer Science
A. > School of Science and Technology > Computer Science > Artificial Intelligence group
Item ID: 6301
Useful Links:
Depositing User: Mr Kailash Nadh
Date Deposited: 19 Jul 2010 10:06
Last Modified: 13 Oct 2016 14:20
URI: http://eprints.mdx.ac.uk/id/eprint/6301

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