Title :
Chaos from a forced neural-type oscillator
Author :
Saito, Toshinichi
Author_Institution :
Electr. Eng. Dept., Hosei Univ., Tokyo, Japan
Abstract :
The chaotic responses observed from a periodically forced neural-type oscillator introduced by R.W. Newcomb et al. are discussed. Describing the circuit dynamics by an autonomous equation, the author derives a one-dimensional return map explicitly and therefore can prove a sufficient condition of chaos generation in the sense of Lasota and Yorkes. The mapping procedure is valid for various other systems and seems to contribute to their design
Keywords :
chaos; neural nets; nonlinear network analysis; oscillators; Lasota-Yorkes chaos; autonomous equation; chaos generation; chaotic responses; circuit dynamics; forced neural-type oscillator; mapping procedure; one-dimensional return map; Chaos; Circuit simulation; Equations; Hopfield neural networks; Humans; Hysteresis; Neural networks; Neurons; Oscillators; Sufficient conditions;
Conference_Titel :
Circuits and Systems, 1990., IEEE International Symposium on
Conference_Location :
New Orleans, LA
DOI :
10.1109/ISCAS.1990.112252
