Experimental active spike responses of analog electrical neuron: beyond ``integrate-and-fire'' transmission
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Titre | Experimental active spike responses of analog electrical neuron: beyond ``integrate-and-fire'' transmission |
Type de publication | Journal Article |
Year of Publication | 2015 |
Auteurs | Nguetcho ASerge Tcha, Binczak S, Kazantsev VBorisovich, Jacquir S, Bilbault J-M |
Journal | NONLINEAR DYNAMICS |
Volume | 82 |
Pagination | 1595-1604 |
Date Published | NOV |
Type of Article | Article |
ISSN | 0924-090X |
Mots-clés | electrical neuron, Electrical pulse stimulation, FitzHugh-Nagumo model, Interspike interval, Nonlinear electrical circuit, Phase portrait, Spikes response, Transmission coefficient |
Résumé | Using an analog electrical FitzHugh-Nagumo neuron including complex threshold excitation (CTE) properties, we analyze its spiking responses on pulse stimulation. The system is subjected to external pulse stimulus and can generate nonlinear integrate-and-fire and resonant responses which are typical for excitable neuronal cells. Following earlier theoretical predictions, we found that for certain parameters range, there is a possibility to trigger a spiking sequence with a finite number of spikes in response to a single short stimulus pulse. Hence, active transformation of N incoming pulses to M outgoing spikes is possible. We also show that the nonlinear electrical circuit with the CTE feature can be effectively synchronized by a periodic pulse train with 1 to M spike frequency ratio. |
DOI | 10.1007/s11071-015-2263-2 |