Matthew J. Filipovich

According to our database, Matthew J. Filipovich authored at least 4 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

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, Laurent Daudet, Florent Krzakala, Sylvain Gigan

CoRR, 2024

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

Scaling Laws Beyond Backpropagation.

Matthew J. Filipovich, Alessandro Cappelli, Daniel Hesslow, Julien Launay

CoRR, 2022

2021

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