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

Eosinophilic Gastroenteritis: Case Report and Review in Search for Diagnostic Key Points

por López-Medina, Guillermo, Gallo, Manuel, Prado, Alejandro, Vicuña-Honorato, Iliana, Castillo Díaz de León, Roxana
Publicado 2015

Temporal correlation detection using computational phase-change memory

por Sebastian, Abu, Tuma, Tomas, Papandreou, Nikolaos, Le Gallo, Manuel, Kull, Lukas, Parnell, Thomas, Eleftheriou, Evangelos
Publicado 2017

Robust high-dimensional memory-augmented neural networks

por Karunaratne, Geethan, Schmuck, Manuel, Le Gallo, Manuel, Cherubini, Giovanni, Benini, Luca, Sebastian, Abu, Rahimi, Abbas
Publicado 2021

Experimental validation of state equations and dynamic route maps for phase change memristive devices

por Marrone, Francesco, Secco, Jacopo, Kersting, Benedikt, Le Gallo, Manuel, Corinto, Fernando, Sebastian, Abu, Chua, Leon O.
Publicado 2022

In-memory computing on a photonic platform

por Ríos, Carlos, Youngblood, Nathan, Cheng, Zengguang, Le Gallo, Manuel, Pernice, Wolfram H. P., Wright, C. David, Sebastian, Abu, Bhaskaran, Harish
Publicado 2019

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

State dependence and temporal evolution of resistance in projected phase change memory

por Kersting, Benedikt, Ovuka, Vladimir, Jonnalagadda, Vara Prasad, Sousa, Marilyne, Bragaglia, Valeria, Sarwat, Syed Ghazi, Le Gallo, Manuel, Salinga, Martin, Sebastian, Abu
Publicado 2020

Hardware-aware training for large-scale and diverse deep learning inference workloads using in-memory computing-based accelerators

por Rasch, Malte J., Mackin, Charles, Le Gallo, Manuel, Chen, An, Fasoli, Andrea, Odermatt, Frédéric, Li, Ning, Nandakumar, S. R., Narayanan, Pritish, Tsai, Hsinyu, Burr, Geoffrey W., Sebastian, Abu, Narayanan, Vijay
Publicado 2023

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

Optimised weight programming for analogue memory-based deep neural networks

por Mackin, Charles, Rasch, Malte J., Chen, An, Timcheck, Jonathan, Bruce, Robert L., Li, Ning, Narayanan, Pritish, Ambrogio, Stefano, Le Gallo, Manuel, Nandakumar, S. R., Fasoli, Andrea, Luquin, Jose, Friz, Alexander, Sebastian, Abu, Tsai, Hsinyu, Burr, Geoffrey W.
Publicado 2022