Matthew J. Filipovich

1. Scaling Laws Beyond Backpropagation
   2022/10/26 by Matthew J. Filipovich, Filipovich, Matthew J., Alessandro Cappelli +5 · 2 citations
   Computer Science · Neuroscience · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Functional Brain Connectivity Studies #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE)
2. Streamlined optical training of large-scale modern deep learning architectures with direct feedback alignment
   2024/09/01 by Ziao Wang, Wang, Ziao, Kilian Müller +27 · 2 citations
   Computer Science · #Applied Physics (physics.app-ph) #Disordered Systems and Neural Networks (cond-mat.dis-nn) #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Neural Networks and Reservoir Computing #Optics (physics.optics)
3. TorchOptics: An open-source Python library for differentiable Fourier optics simulations
   2024/11/27 by Matthew J. Filipovich, Filipovich, Matthew J., A. I. Lvovsky +1 · 2 citations
   Computer Science · Engineering · #Classical Physics (physics.class-ph) #Computational Physics (physics.comp-ph) #Computational Physics and Python Applications #FOS: Physical sciences #Optical Polarization and Ellipsometry #Optics (physics.optics)