Authors
Yoshika Osawa, Takashi Kohno
Corresponding Author
Yoshika Osawa
Available Online 2 March 2015.
DOI
https://doi.org/10.2991/jrnal.2015.1.4.12How to use a DOI?
Keywords
Spiking neural network, associative memory, Izhikevich model, Phase resetting curve, Hodgkin's classification
Abstract
Spiking neural network is a system that qualitatively reproduce the nervous system. It was shown in previous researches that the performance of associative memory task in all-to-all connected networks is higher when they are composed of Class II neurons than Class I neurons. The Izhikevich model in its Class II mode, however, does not have this performance boost. In this study, we focus on phase resetting curve as an index that reflects neuronal properties related to neuron classes in detail.

Copyright
© 2013, the Authors. Published by ALife Robotics Corp. Ltd.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).