Far East Journal of Experimental and Theoretical Artificial Intelligence
Volume 5, Issue 1-2, Pages 19 - 25
(May 2010)
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CONTROL OF FIRING FREQUENCY OF HODGKIN-HUXLEY NEURON BY VARYING TEMPORAL PATTERNS OF INPUT SPIKES WITH FIXED MEAN FREQUENCY
Hiro-Fumi Yanai and Hirohumi Nishida
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Abstract:
We show that firing frequency of a single Hodgkin-Huxley neuron receiving synaptic inputs is controllable by varying temporal patterns of input spikes without changing mean input frequency. For a case study, we consider the case where input spikes consist of two interval values (long and short). Genetic algorithm is used to search for desired spike patterns. |
| Keywords and phrases: spiking neuron, Hodgkin-Huxley model, temporal coding, rate coding, genetic algorithm. |
| Communicated by Shun-Feng Su |
| Number of Downloads: 156 | Number of Views: 693 |
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