GHz-Rate Photonic Spiking Neural Network with a Single VCSEL

Dafydd Owen-Newns, Josh Robertson,Matěj Hejda,Antonio Hurtado

2023 Conference on Lasers and Electro-Optics Europe & European Quantum Electronics Conference (CLEO/Europe-EQEC)（2023）

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摘要

Photonic technologies provide a strong platform for the construction of neuromorphic processing systems, due to the potential for ultrafast, low-power operation on hardware-friendly implementations. One device, the Vertical Cavity Surface Emitting Laser (VCSEL) has demonstrated neural spiking behaviour ideal for such photonic neuromorphic processing [1].

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关键词

laser-based photonic reservoir computers,Mach-Zehnder modulator,Madelon task,MZ modulator,photonic spiking neural network,tunable laser source,ultrafast optical spiking responses,VCSEL pSNN,vertical cavity surface emitting laser,wavelength 1300 nm

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