Hardware Beyond Backpropagation: a Photonic Co-Processor for Direct Feedback Alignment

11 December 2020

Papers citing "Hardware Beyond Backpropagation: a Photonic Co-Processor for Direct Feedback Alignment"

8 / 8 papers shown

Title
Self-Contrastive Forward-Forward AlgorithmNature Communications (Nat. Commun.), 2024 Xing Chen Dongshu Liu Jérémie Laydevant Julie Grollier 341 6 0 17 Sep 2024
Training of Physical Neural Networks Ali Momeni Babak Rahmani B. Scellier Logan G. Wright Peter L. McMahon ... Julie Grollier Andrea J. Liu D. Psaltis Andrea Alù Romain Fleury PINN AI4CE 234 49 0 05 Jun 2024
First Tragedy, then Parse: History Repeats Itself in the New Era of Large Language Models Naomi Saphra Eve Fleisig Kyunghyun Cho Adam Lopez LRM 192 8 0 08 Nov 2023
Scaling Laws Beyond Backpropagation Matthew J. Filipovich Alessandro Cappelli Daniel Hesslow Julien Launay 123 4 0 26 Oct 2022
Physical Deep Learning with Biologically Plausible Training Method Mitsumasa Nakajima Katsuma Inoue Kenji Tanaka Yasuo Kuniyoshi Toshikazu Hashimoto Kohei Nakajima AI4CE 135 3 0 01 Apr 2022
Silicon Photonic Architecture for Training Deep Neural Networks with Direct Feedback AlignmentOptica (Optica), 2021 M. Filipovich Zhimu Guo M. Al-Qadasi Bicky A. Marquez Hugh Morison V. Sorger Paul R. Prucnal S. Shekhar B. Shastri 178 65 0 12 Nov 2021
Benchmarking the Accuracy and Robustness of Feedback Alignment Algorithms Albert Jiménez Sanfiz Mohamed Akrout OOD AAML 136 10 0 30 Aug 2021
Photonic Differential Privacy with Direct Feedback AlignmentNeural Information Processing Systems (NeurIPS), 2021 Ruben Ohana H. M. Ruiz Julien Launay Alessandro Cappelli Iacopo Poli L. Ralaivola A. Rakotomamonjy 163 8 0 07 Jun 2021