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Conferences > CLEO_SI > 2022 > SW5E > SW5E.1

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, and Antonio Hurtado

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Abstract

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.

© 2022 The Author(s)

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