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
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;
Conference_Titel :
Natural Computation, 2008. ICNC '08. Fourth International Conference on
Conference_Location :
Jinan
Print_ISBN :
978-0-7695-3304-9
DOI :
10.1109/ICNC.2008.865
