85 citations · 183 across the 15 of their papers we have counts for
3 papers · 1 filter
Backpropagation through nonlinear units for all-optical training of neural networks
Xianxin Guo, Thomas D. Barrett, Zhiming M. Wang +1
Backpropagation through nonlinear neurons is an outstanding challenge to the field of optical neural networks and the major conceptual barrier to all-optical training schemes. Each…
Exploratory Combinatorial Optimization with Reinforcement Learning
Thomas D. Barrett, William R. Clements, Jakob N. Foerster +1
Many real-world problems can be reduced to combinatorial optimization on a graph, where the subset or ordering of vertices that maximize some objective function must be found. With…
Pushing Purcell-enhancement beyond its limits
Thomas D. Barrett, Thomas H. Doherty, Axel Kuhn
Purcell-enhanced emission from a coupled emitter-cavity system is a fundamental manifestation of cavity quantum electrodynamics. Starting from a theoretical description we derive a…