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Tunable vertical-cavity surface-emitting laser with feedback to implement a pulsed neural model. 1. Principles and experimental demonstration

机译:具有反馈的可调谐垂直腔面发射激光器,可实现脉冲神经模型。 1.原理与实验论证

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摘要

An optoelectronic implementation of a modified FitzHugh-Nagumo neuron model is proposed, analyzed,and experimentally demonstrated. The setup uses linear optics and linear electronics for implementing an optical wavelength-domain nonlinearity. The system attains instability through a bifurcation mechanism present in a class of neuron models, a fact that is shown analytically. The implementation exhibits basic features of neural dynamics including threshold, production of short pulses (or spikes), and refractoriness.
机译:提出,分析和实验证明了改进的FitzHugh-Nagumo神经元模型的光电实现。该设置使用线性光学器件和线性电子器件来实现光学波长域非线性。该系统通过存在于一类神经元模型中的分叉机制获得不稳定性,这一事实已通过分析显示。该实现具有神经动力学的基本特征,包括阈值,短脉冲(或尖峰)的产生以及耐火度。

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