DocumentCode
3302007
Title
Circuitry Implementation for a Simple Delayed Chaotic Neural Model with PWL Function
Author
Duan, Shukai ; Wang, Lidan
Author_Institution
Coll. of Autom., Chongqing Univ., Chongqing
Volume
3
fYear
2008
fDate
18-20 Oct. 2008
Firstpage
451
Lastpage
454
Abstract
In this paper, we proposed a novel time delayed chaotic neural model, in which a piecewise linear (PWL) function is adopted as activation function. Chaos behavior of the neuron model is observed in computer simulations. An electronic implementation of the neuron is also considered. The dynamical behavior of the designed circuits is closely similar to the results simulated by numerical experiments.
Keywords
chaos; network synthesis; neural nets; piecewise linear techniques; PWL function; activation function; chaos behavior; circuitry implementation; piecewise linear function; simple delayed chaotic neural model; Biological system modeling; Chaos; Chaotic communication; Circuit simulation; Computer simulation; Delay effects; Delay systems; Mathematical model; Neurons; Numerical simulation; Chaotic; Circuitry implementation; Delay; PWL function;
fLanguage
English
Publisher
ieee
Conference_Titel
Natural Computation, 2008. ICNC '08. Fourth International Conference on
Conference_Location
Jinan
Print_ISBN
978-0-7695-3304-9
Type
conf
DOI
10.1109/ICNC.2008.865
Filename
4667179
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