Improving pattern retrieval in an auto-associative neural network of spiking neurons

Citation

Hunter R, Graham B & Cobb SR (2009) Improving pattern retrieval in an auto-associative neural network of spiking neurons. CNS 2009: Annual Meeting of the Organization for Computational Neurosciences: Berlin, Germany, Berlin, Germany, 18.07.2009-23.07.2009. BMC Neuroscience, 10 (Supplement 1), pp. 173-173. https://doi.org/10.1186/1471-2202-10-S1-P173

Abstract
Similarities between neural network models of associative memory and the mammalian hippocampus have been examined. Here we compare and contrast the recall dynamics and quality of a biologically based spiking network which is comprised of 1000 biologically realistic Pinsky-Rinzel two-compartment model CA3 pyramidal cells with the previously published results for the ANN associative memories.

Journal
BMC Neuroscience: Volume 10, Issue Supplement 1

People

Professor Bruce Graham

Emeritus Professor, Computing Science