Memristive devices for brain-inspired computing: from materials, devices, and circuits to applications - computational memory, deep learning, and spiking neural networks

por Spiga, Sabina, Sebastian, Abu, Querlioz, Damien, Rajendran, Bipin
Publicado 2020

Editorial: Neuro-inspired computing for next-gen AI: Computing model, architectures and learning algorithms

por Pantazi, Angeliki, Rajendran, Bipin, Simeone, Osvaldo, Neftci, Emre
Publicado 2022

Novel synaptic memory device for neuromorphic computing

por Mandal, Saptarshi, El-Amin, Ammaarah, Alexander, Kaitlyn, Rajendran, Bipin, Jha, Rashmi
Publicado 2014

Experimental Demonstration of Supervised Learning in Spiking Neural Networks with Phase-Change Memory Synapses

por Nandakumar, S. R., Boybat, Irem, Le Gallo, Manuel, Eleftheriou, Evangelos, Sebastian, Abu, Rajendran, Bipin
Publicado 2020

Neuromorphic computing with multi-memristive synapses

por Boybat, Irem, Le Gallo, Manuel, Nandakumar, S. R., Moraitis, Timoleon, Parnell, Thomas, Tuma, Tomas, Rajendran, Bipin, Leblebici, Yusuf, Sebastian, Abu, Eleftheriou, Evangelos
Publicado 2018

Accurate deep neural network inference using computational phase-change memory

por Joshi, Vinay, Le Gallo, Manuel, Haefeli, Simon, Boybat, Irem, Nandakumar, S. R., Piveteau, Christophe, Dazzi, Martino, Rajendran, Bipin, Sebastian, Abu, Eleftheriou, Evangelos
Publicado 2020

Mixed-Precision Deep Learning Based on Computational Memory

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