82 citations · 109 across the 6 of their papers we have counts for
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cs.LG2024
Improving Analog Neural Network Robustness: A Noise-Agnostic Approach with Explainable Regularizations
Alice Duque, Pedro Freire, Egor Manuylovich +3
This work tackles the critical challenge of mitigating "hardware noise" in deep analog neural networks, a major obstacle in advancing analog signal processing devices. We propose a…
cs.LG2024★ 82 cited
Artificial Neural Networks for Photonic Applications: From Algorithms to Implementation
Pedro Freire, Egor Manuylovich, Jaroslaw E. Prilepsky +1
This tutorial-review on applications of artificial neural networks in photonics targets a broad audience, ranging from optical research and engineering communities to computer scie…