Title :
Spiking neuron models for regular-spiking, intrinsically bursting, and fast-spiking neurons
Author :
Inawashiro, Sakari ; Miyake, Shogo ; Ito, Makoto
Author_Institution :
Dept. of Comput. Sci., Nihon Univ., Koriyama, Japan
Abstract :
Simplified models are proposed as variants of the integrate-and-fire-model for an intrinsically bursting (IB) neuron and for a fast-firing (FS) neuron taking refractory periods into consideration. A model of a regular-spiking neuron is also described in the conventional manner for the sake of comparison. The proposed model will be used as a convenient tool for studying collective properties of many neurons such as autoassociative memory in the field CA3 of the hippocampus
Keywords :
neural nets; autoassociative memory; fast-spiking neurons; field CA3; hippocampus; integrate-and-fire-model; intrinsically bursting neurons; refractory periods; regular-spiking neurons; spiking neuron models; Biomembranes; Brain modeling; Computer science; Fires; Frequency; Hippocampus; Neurons; Physics; Physiology; Shape;
Conference_Titel :
Neural Information Processing, 1999. Proceedings. ICONIP '99. 6th International Conference on
Conference_Location :
Perth, WA
Print_ISBN :
0-7803-5871-6
DOI :
10.1109/ICONIP.1999.843957
