Robert M. Patton
Oak Ridge National Laboratory(US)University of Leeds(GB)
Publications by Year
Research Areas
Advanced Memory and Neural Computing, Ferroelectric and Negative Capacitance Devices, Neural Networks and Reservoir Computing, Biomedical Text Mining and Ontologies, Complex Network Analysis Techniques
Most-Cited Works
- → Optimizing deep learning hyper-parameters through an evolutionary algorithm(2015)419 cited
- → A Survey of Neuromorphic Computing and Neural Networks in Hardware(2017)362 cited
- → Evolutionary Optimization for Neuromorphic Systems(2020)88 cited
- → Efficiently embedding QUBO problems on adiabatic quantum computers(2019)81 cited
- → A Study of Complex Deep Learning Networks on High-Performance, Neuromorphic, and Quantum Computers(2018)72 cited
- → Bayesian Multi-objective Hyperparameter Optimization for Accurate, Fast, and Efficient Neural Network Accelerator Design(2020)55 cited
- → Evolving Deep Networks Using HPC(2017)48 cited