Title :
Phase dependent output in a time varying neural net
Author :
Pollock, David ; Waldron, Manjula B.
Author_Institution :
Biomed. Eng. Center, Ohio State Univ., Columbus, OH, USA
Abstract :
The design of a neural net that reasonably simulates the time-dependent behavior of a synaptic connection on which learning can be based is outlined. The results for the three-layer network show that the output frequency of this network can be controlled not only by the amplitude, but also by the frequency and the phase dependence of the signal. This should prove useful in modeling rhythmic and other time-dependent neural net properties
Keywords :
neural nets; 3-layer network; learning; rhythmic properties; synaptic connection; time varying neural net; time-dependent behavior; Biological neural networks; Biomembranes; Capacitors; Electronic circuits; Flip-flops; Frequency; Nerve fibers; Neural networks; Pulse circuits; Voltage;
Conference_Titel :
Engineering in Medicine and Biology Society, 1989. Images of the Twenty-First Century., Proceedings of the Annual International Conference of the IEEE Engineering in
Conference_Location :
Seattle, WA
DOI :
10.1109/IEMBS.1989.96591
