Experimental active spike responses of analog electrical neuron: beyond "integrate-and-fire" transmission

被引:8
作者
Nguetcho, Aurelien Serge Tchakoutio [1 ]
Binczak, Stephane [2 ]
Kazantsev, Victor Borisovich [3 ]
Jacquir, Sabir [2 ]
Bilbault, Jean-Marie [2 ]
机构
[1] Univ Maroua, Fac Sci, Dept Phys, Lab Interdisciplinaire Sci & Sci Appl Sahel, Maroua, Cameroon
[2] Univ Bourgogne, CNRS, Lab UMR LE2I 6306, Arts & Metiers, F-2100 Dijon, France
[3] Nizhnii Novgorod State Univ, Ctr Neurosci, Nizhnii Novgorod 603950, Russia
关键词
FitzHugh-Nagumo model; Phase portrait; Nonlinear electrical circuit; Electrical neuron; Electrical pulse stimulation; Interspike interval; Spikes response; Transmission coefficient; SYNFIRE CHAIN; SYNCHRONIZATION; NETWORK; PLASTICITY; DYNAMICS; MODEL;
D O I
10.1007/s11071-015-2263-2
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
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.
引用
收藏
页码:1595 / 1604
页数:10
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