Photonic Spiking Neural Network with Resonant Tunnelling Diode Optoelectronic Neurons

Matěj Hejda,Juan Arturo Alanis,Ignacio Ortega-Piwonka,José Figueiredo,João Lourenço,Julien Javaloyes,Bruno Romeira,Antonio Hurtado

Conference on Lasers and Electro-Optics（2022）

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摘要

We report high-speed, energy-efficient artificial optoelectronic spiking neurons based upon resonant tunnelling diodes (RTD). Using these, we demonstrate a photonic spiking neural network (perceptron) numerical model for classification of spatiotemporal pulse patterns with 94% accuracy.

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关键词

energy-efficient artificial optoelectronic spiking neurons,resonant tunnelling diodes,photonic spiking neural network,high-speed artificial optoelectronic spiking neurons,RTD,spatiotemporal pulse patterns

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