Monolithic Silicon Photonic Architecture for Training Deep Neural Networks with Direct Feedback Alignment. - Matthew J. Filipovich; Zhimu Guo; Mohammed Al-Qadasi; Bicky A. Marquez; Hugh D. Morison; Volker J. Sorger; Paul R. Prucnal; Sudip Shekhar; Bhavin J. Shastri (CoRR, 2021)

Scaling Laws Beyond Backpropagation. - Matthew J. Filipovich; Alessandro Cappelli; Daniel Hesslow; Julien Launay (CoRR, 2022)

PyCharge: An open-source Python package for self-consistent electrodynamics simulations of Lorentz oscillators and moving point charges. - Matthew J. Filipovich; Stephen Hughes (Comput. Phys. Commun., 2022)

Optical training of large-scale Transformers and deep neural networks with direct feedback alignment. - Ziao Wang; Kilian Müller; Matthew J. Filipovich; Julien Launay; Ruben Ohana; Gustave Pariente; Safa Mokaadi; Charles Brossollet; Fabien Moreau; Alessandro Cappelli; Iacopo Poli; Igor Carron; et al. (CoRR, 2024)