Severin Sidler

Equivalent-accuracy accelerated neural-network training using analogue memory

Stefano Ambrogio, Pritish Narayanan, Hsinyu Tsai et al. · Nature · 2018 · 1.1K citations · Full text

Computing, Computer Science, Analog Electronics +8

Neuromorphic computing using non-volatile memory

Geoffrey W. Burr, R. M. Shelby, Abu Sebastian et al. · Advances in Physics X · 2016 · 1.1K citations · Full text

Life Sciences, Computer Engineering, Computer Systems +17

Experimental Demonstration and Tolerancing of a Large-Scale Neural Network (165 000 Synapses) Using Phase-Change Memory as the Synaptic Weight Element

Geoffrey W. Burr, R. M. Shelby, Severin Sidler et al. · IEEE Transactions on Electron Devices · 2015 · 923 citations · Full text

Computing, Computer Systems, Machine Learning +16

Large-scale neural networks implemented with non-volatile memory as the synaptic weight element: Comparative performance analysis (accuracy, speed, and power)

Geoffrey W. Burr, Pritish Narayanan, R. M. Shelby et al. · 2015 · 164 citations · Full text

Computing, Computer Engineering, Computer Science +17

Bidirectional Non-Filamentary RRAM as an Analog Neuromorphic Synapse, Part I: Al/Mo/Pr_0.7Ca_0.3MnO₃ Material Improvements and Device Measurements

Kibong Moon, Alessandro Fumarola, Severin Sidler et al. · IEEE Journal of the Electron Devices Society · 2017 · 75 citations · Full text

Engineering, Electrical Engineering, Materials Science +14