Irem Boybat

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

Neuromorphic computing with multi-memristive synapses

Irem Boybat, Manuel Le Gallo, S. R. Nandakumar et al. · Nature Communications · 2018 · 864 citations · Full text

Engineering, Computer Engineering, Electrical Engineering +15

Accurate deep neural network inference using computational phase-change memory

Vinay Joshi, Manuel Le Gallo, Simon Haefeli et al. · RePEc: Research Papers in Economics · 2020 · 395 citations · Full text

Computing, Computer Engineering, Computer Science +16