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
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;
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
DOI :
10.1109/WCICA.2008.4593080
