Noise-Resilient Photonic Analog Neural Networks

The explosion of generative artificial intelligence (AI) has led to an unprecedented demand for AI accelerators. Photonic computing holds promise in this direction, offering speedups in bandwidth and latency. However, photonic integrated circuits (PICs) and their periphery input/output (I/O) compone...

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Veröffentlicht in:	Journal of lightwave technology 2024-11, Vol.42 (22), p.7969-7976
Hauptverfasser:	Varri, Akhil, Bruckerhoff-Pluckelmann, Frank, Dijkstra, Jelle, Wendland, Daniel, Bankwitz, Rasmus, Agnihotri, Apoorv, Pernice, Wolfram H. P.
Format:	Artikel
Sprache:	eng
Schlagworte:	Circuits Electro-absorption modulators field programmable gate array (FPGA) Neural networks Noise Photonic integrated circuits photonic neural networks Photonics robust deep neural networks Signal to noise ratio silicon photonics Training
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