DocumentCode
3247421
Title
Noise-induced critical behavior in an electronic model of a single neuron
Author
Bulsara, A.R. ; Jacobs, E.W.
Author_Institution
US Naval Ocean Syst. Center, San Diego, CA, USA
fYear
1989
fDate
0-0 1989
Abstract
Summary form only given, as follows. A simple electronic circuit model of a single neuron with inertial feedback is considered. The neutron is assumed to be driven by an external signal comprising constant (DC) and random components. In addition, the nonlinearity parameter in the circuit is assumed to fluctuate, thereby giving rise to critical behavior including the onset of hysteresis phenomena even for system parameter values that would not otherwise support such behavior. This noise-induced critical behavior is analyzed, in the long time limit, through a study of the probability density function describing the neural response.<>
Keywords
neural nets; probability; electronic model; hysteresis; inertial feedback; neural response; noise-induced critical behavior; nonlinearity parameter; probability density function; single neuron; Neural networks; Probability;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Networks, 1989. IJCNN., International Joint Conference on
Conference_Location
Washington, DC, USA
Type
conf
DOI
10.1109/IJCNN.1989.118379
Filename
118379
Link To Document