Title :
Izhikevich neuron circuit using stochastic logic
Author :
Sato, Seiki ; Akima, H. ; Nakajima, Kensuke ; Sakuraba, Masao
Author_Institution :
Res. Inst. of Electr. Commun., Tohoku Univ., Sendai, Japan
Abstract :
A digital circuit of the Izhikevich neuron model using stochastic logic is proposed. Stochastic logic is employed in order to save the number of transistors required for multiplication operations. Successful operation of the proposed circuit has been confirmed.
Keywords :
integrated circuit modelling; integrated logic circuits; stochastic processes; Izhikevich neuron circuit; digital circuit; multiplication operations; stochastic logic;
Journal_Title :
Electronics Letters
DOI :
10.1049/el.2014.3627
