7 citations · 8 across the 5 of their papers we have counts for
3 papers · 1 filter
Photonic frequency multiplexed next-generation reservoir computer
Nicholas Cox, Joseph Murray, Joseph Hart +1
In this work, we introduce and experimentally demonstrate a photonic frequency-multiplexed next generation reservoir computer (FM-NGRC) capable of performing real-time inference at…
Neural Network Emulation of Flow in Heavy-Ion Collisions at Intermediate Energies
Nicholas Cox, Xavier Grundler, Bao-An Li
Applications of new techniques in machine learning are speeding up progress in research in various fields. In this work, we construct and evaluate a deep neural network (DNN) to be…
Photonic next-generation reservoir computer based on distributed feedback in optical fiber
Nicholas Cox, Joseph Murray, Joseph Hart +1
Reservoir computing (RC) is a machine learning paradigm that excels at dynamical systems analysis. Photonic RCs, which perform implicit computation through optical interactions, ha…