DocumentCode
2478475
Title
Generation of delayed chaotic neuron with an axisymmetric activation function
Author
Wang, Lidan ; Duan, Shukai ; Yang, Xiaofan
Author_Institution
Sch. of Electron. & Inf. Eng., Southwest Univ., Chongqing
fYear
2008
fDate
25-27 June 2008
Firstpage
1123
Lastpage
1126
Abstract
This paper addresses generation of delayed chaotic neuron with an axisymmetric activation function. The mathematical model of the proposed system with piecewise-linear (PWL) function is described. An electronic circuitry implementation of this system is also considered in detail. Notably, the proposed PWL circuit unit can also be used as an activation function unit in different systems, such as the famous piecewise function unit of Chuapsilas diode.
Keywords
chaos; delays; differential equations; neural nets; piecewise linear techniques; Chuapsilas diode; axisymmetric activation function; delayed chaotic neuron generation; electronic circuitry; piecewise-linear function; Chaos; Chaotic communication; Circuits; Delay effects; Equations; Mathematical model; Neurons; Operational amplifiers; Oscillators; Piecewise linear techniques; axisymmetric; circuitry implementation; delayed chaotic neuron; piecewise-linear (PWL) function;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Control and Automation, 2008. WCICA 2008. 7th World Congress on
Conference_Location
Chongqing
Print_ISBN
978-1-4244-2113-8
Electronic_ISBN
978-1-4244-2114-5
Type
conf
DOI
10.1109/WCICA.2008.4593080
Filename
4593080
Link To Document