Proposal of a Symbolized Particles Store Type Neuron Model

概要

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This paper proposes a new type of neuron model considering the background on chemical particles transmission in synoptic region, and on the recent scientific knowledge that the several kinds of transmission particles (about 25 kinds) have been discovered, (really, more than 100 kinds of particles are estimated to exist). The model has the following three major functions as an simplified atialogy of real neuron activity in the synoptic region : 1) symbolized particles, each of which has identical mass as an analogy of chemical particle are defined, and also generation mechanism of the particles are defined related with the output spike sequence from the simulated axon. 2) Reaction for those of the simulated symbolized particles is defined by the analogic mechanism of deposition toward basement and accumulation on the basement in the defined vessel. 3) The accumulated symbolized particles cause strong effect on the generation of simulated post synaptic potential 4) The statistical information included in the accumulated particles is introduced besides the neurons output spikes. The information will be used for something like state information of certain systems.
バイオメディカル・ファジィ・システム学会の論文
1996-11-15