DocumentCode
1798076
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
fYear
2014
fDate
6-11 July 2014
Firstpage
2496
Lastpage
2503
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Networks (IJCNN), 2014 International Joint Conference on
Conference_Location
Beijing
Print_ISBN
978-1-4799-6627-1
Type
conf
DOI
10.1109/IJCNN.2014.6889765
Filename
6889765
Link To Document