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High-speed, ultra-low-power, and robust superconductive neuron with ReLU activation

We propose a novel ultra-high-speed neuron device utilizing a superconductive single flux quantum (SFQ) circuit to realize an ideal rectified linear unit (ReLU) activation function. This circuit generates quantum-accurate voltage output through frequency conversion within the SFQ digital circuit. A...

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Auteurs principaux: Yuto Ueno, Yuki Hironaka, Nobuyuki Yoshikawa, Yuki Yamanashi
Format: Artigo
Langue:Inglês
Publié: IOP Publishing 2025-01-01
Collection:Neuromorphic Computing and Engineering
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Accès en ligne:https://doi.org/10.1088/2634-4386/ae0aee
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