Memristors—From In‐Memory Computing, Deep Learning Acceleration, and Spiking Neural Networks to the Future of Neuromorphic and Bio‐Inspired Computing

by Adnan Mehonic, Abu Sebastian, Bipin Rajendran, Osvaldo Simeone, Eleni Vasilaki, Anthony J. Kenyon
Published 2020-11-01

Neuromorphic computing with multi-memristive synapses

by Irem Boybat, Manuel Le Gallo, S. R. Nandakumar, Timoleon Moraitis, Thomas Parnell, Tomas Tuma, Bipin Rajendran, Yusuf Leblebici, Abu Sebastian, Evangelos Eleftheriou
Published 2018-06-01

Accurate deep neural network inference using computational phase-change memory

by Vinay Joshi, Manuel Le Gallo, Simon Haefeli, Irem Boybat, S. R. Nandakumar, Christophe Piveteau, Martino Dazzi, Bipin Rajendran, Abu Sebastian, Evangelos Eleftheriou
Published 2020-05-01

Mixed-Precision Deep Learning Based on Computational Memory

by S. R. Nandakumar, Manuel Le Gallo, Christophe Piveteau, Christophe Piveteau, Vinay Joshi, Vinay Joshi, Giovanni Mariani, Irem Boybat, Irem Boybat, Geethan Karunaratne, Geethan Karunaratne, Riduan Khaddam-Aljameh, Riduan Khaddam-Aljameh, Urs Egger, Anastasios Petropoulos, Anastasios Petropoulos, Theodore Antonakopoulos, Bipin Rajendran, Abu Sebastian, Evangelos Eleftheriou
Published 2020-05-01