Robert M. Patton

Optimizing deep learning hyper-parameters through an evolutionary algorithm

Steven R. Young, Derek Rose, Thomas P. Karnowski et al. · 2015 · 416 citations

Artificial Intelligence, Evolving Neural Network, Deep Neural Networks +14

A Survey of Neuromorphic Computing and Neural Networks in Hardware

Catherine D. Schuman, Thomas E. Potok, Robert M. Patton et al. · arXiv (Cornell University) · 2017 · 362 citations · Full text

Engineering, Machine Learning, Comprehensive Survey +14

Evolutionary Optimization for Neuromorphic Systems

Catherine D. Schuman, J. Parker Mitchell, Robert M. Patton et al. · 2020 · 88 citations · Full text

Evolving Neural Network, Engineering, Neuromorphic Systems +14

Efficiently embedding QUBO problems on adiabatic quantum computers

Prasanna Date, Robert M. Patton, Catherine D. Schuman et al. · Quantum Information Processing · 2019 · 81 citations · Full text

Quantum Science, Engineering, Quantum Computing +7

A Study of Complex Deep Learning Networks on High-Performance, Neuromorphic, and Quantum Computers

Thomas E. Potok, Catherine D. Schuman, Steven R. Young et al. · ACM Journal on Emerging Technologies in Computing Systems · 2018 · 72 citations · Full text

Engineering, Machine Learning, Network Model +16