407 citations · 1.4k across the 17 of their papers we have counts for
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cs.LG2020★ 59 cited
Deep Neural Networks using a Single Neuron: Folded-in-Time Architecture using Feedback-Modulated Delay Loops
Florian Stelzer, André Röhm, Raul Vicente +2
Deep neural networks are among the most widely applied machine learning tools showing outstanding performance in a broad range of tasks. We present a method for folding a deep neur…
cs.ET2020★ 41 cited
Developing of a photonic hardware platform for brain-inspired computing based on VCSEL arrays
T. Heuser, M. Pflüger, I. Fischer +3
Brain-inspired computing concepts like artificial neural networks have become promising alternatives to classical von Neumann computer architectures. Photonic neural networks targe…