Title :
Reproduction of forward and backward propagations on dendrites by multi-compartment asynchronous cell automaton neuron
Author :
Shimada, N. ; Torikai, Hiroyuki
Author_Institution :
Dept. of Syst. Innovation, Osaka Univ., Toyonaka, Japan
Abstract :
The neuron is roughly divided into three parts: soma, dendrite, and an axon. In this paper, a multi-compartment neuron model the dynamics of which is described by an asynchronous cellular automaton is presented. It is shown that the model can reproduce typical propagations of action potentials from dendrites to a soma (forward propagation) and from a soma to dendrites (backward propagation).
Keywords :
cellular automata; neural nets; axon; backward propagation reproduction; dendrite; dendrites; forward propagation reproduction; multicompartment asynchronous cellular automaton neuron model; soma; Automata; Backpropagation; Clocks; Mathematical model; Neurons; Nickel; Vectors;
Conference_Titel :
Neural Networks (IJCNN), 2014 International Joint Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4799-6627-1
DOI :
10.1109/IJCNN.2014.6889765