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A pulse-type hardware neuron model with beating, bursting excitation and plateau potential

机译:具有搏动,爆发性兴奋和平台电位的脉冲型硬件神经元模型

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摘要

We proposed a pulse-type hardware neuron model. It could reproduce simple excitations, beating and bursting discharges as well as an action potential with a plateau potential observed in living membranes. The model exhibited one of these dynamics depending on parameter values of the model's circuit. They include resistance, capacitance and externally injected DC current intensity. We studied the model's dynamics based on hardware experiments and mathematical analyses. Our results showed that two inward currents introduced into the model and differences in their operating time scales determined dynamics of the model. In particular, we illustrated a mechanism of the bursting discharges generation in terms of bifurcation theory and time-dependent changes in the form of instantaneous current-voltage characteristics of the model. (C) 2000 Elsevier Science Ireland Ltd. All rights reserved. [References: 27]
机译:我们提出了一种脉冲型硬件神经元模型。它可以重现简单的激发,跳动和爆发放电,以及在活膜中观察到的具有平台电位的动作电位。该模型根据模型电路的参数值显示出其中一种动力学。它们包括电阻,电容和外部注入的直流电流强度。我们基于硬件实验和数学分析研究了模型的动力学。我们的结果表明,引入模型的两个内向电流及其工作时间尺度的差异决定了模型的动力学。特别是,我们根据分叉理论和模型的瞬时电流-电压特性形式随时间的变化说明了突发放电产生的机理。 (C)2000 Elsevier Science Ireland Ltd.保留所有权利。 [参考:27]

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