Analysis of m:n Lockings from Pulse-Coupled Asynchronous Sequential Logic Spiking Neurons

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概要

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• An asynchronous sequential logic spiking neuron is an artificial neuron model that can exhibit various bifurcations and nonlinear responses to stimulation inputs. In this paper, a pulse-coupled system of the asynchronous sequential logic spiking neurons is presented. Numerical simulations show that the coupled system can exhibit various lockings and related nonlinear responses. Then, theoretical sufficient parameter conditions for existence of typical lockings are provided. Usefulness of the parameter conditions is validated by comparing with the numerical simulation results as well as field programmable gate array experiment results.

• 2011-11-01

著者

• Torikai Hiroyuki

  Dept. Of Systems Innovation Grad. School Of Engineering Science Osaka University

• IJICHI Hirofumi

  Dept. of Systems Innovation, Grad. School of Engineering Science, Osaka University

• Ijichi Hirofumi

  Dept. Of Systems Innovation Grad. School Of Engineering Science Osaka University

関連論文

• A Self-Organizing Pulse-Coupled Network of Sub-Threshold Oscillating Spiking Neurons
• Analysis of m:n Lockings from Pulse-Coupled Asynchronous Sequential Logic Spiking Neurons

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