4.7 Article

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

Journal

NONLINEAR DYNAMICS
Volume 82, Issue 3, Pages 1595-1604

Publisher

SPRINGER
DOI: 10.1007/s11071-015-2263-2

Keywords

FitzHugh-Nagumo model; Phase portrait; Nonlinear electrical circuit; Electrical neuron; Electrical pulse stimulation; Interspike interval; Spikes response; Transmission coefficient

Funding

  1. Service of Cooperation and Cultural Activity (SCAC) of the embassy of France in Cameroon
  2. European Masters in Computer Vision and Robotics, University of Burgundy, France
  3. Federal Target Program Research and development in priority areas of the development of the scientific and technological complex of Russia of the Ministry of Education and Science of Russia [RFMEFI57814X0074, 14.578.21.0074]

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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.

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