Publications
The design of analogue in-memory computing tiles
Abhairaj Singh, Manuel Le Gallo, Athanasios Vasilopoulos, Jose Luquin, Pritish Narayanan, Geoffrey W. Burr, Abu Sebastian
Nature Electronics (2025) , 8 (12) :1156-1169
Phase-Change Memory for In-Memory Computing
Ghazi Sarwat Syed, Manuel Le Gallo, Abu Sebastian
Chemical Reviews (2025) , 125 (11) :5163-5194
Efficient scaling of large language models with mixture of experts and 3D analog in-memory computing
Julian Büchel, Athanasios Vasilopoulos, William Andrew Simon, Irem Boybat, HsinYu Tsai, Geoffrey W. Burr, Hernan Castro, Bill Filipiak, Manuel Le Gallo, Abbas Rahimi, Vijay Narayanan, Abu Sebastian
Nature Computational Science (2025) , 5 (1) :13-26
The inherent adversarial robustness of analog in-memory computing
Corey Lammie, Julian Büchel, Athanasios Vasilopoulos, Manuel Le Gallo, Abu Sebastian
Nature Communications (2025) , 16 (1)
Kernel approximation using analogue in-memory computing
Julian Büchel, Giacomo Camposampiero, Athanasios Vasilopoulos, Corey Lammie, Manuel Le Gallo, Abbas Rahimi, Abu Sebastian
Nature Machine Intelligence (2024) , 6 (12) :1605-1615
Heterogeneous Embedded Neural Processing Units Utilizing PCM-Based Analog In-Memory Computing
I. Boybat, T. Boesch, M. Allegra, M. Baldo, J.J. Bertolini-Agnoletto, G. W. Burr, A. Buschini, A. Cabrini, E. Calvetti, C. Cappetta, F. Conti, E. Ferro, E. Franchi Scarselli, A. Garofalo, F. Girardi, G. Islamoglu, V. P. Jonnalagadda, G. Karunaratne, C. Lammie, M. Le Gallo, C. Li, R. Massa, A. C. Ornstein, H. Pang, M. Pasotti, B. Rajendran, A. Redaelli, I. Sanli, W. A. Simon, A. Singh, S.-P. Singh, G. Urlini, A. Vasilopoulos, R. Zurla, G. Desoli, A. Sebastian
2024 IEEE International Electron Devices Meeting (IEDM) (2024) :1-4
MIMONets: Multiple-Input-Multiple-Output Neural Networks Exploiting Computation in Superposition
Luca Benini, Michael Hersche, Geethan Karunaratne, Nicolas Menet, Abbas Rahimi, Abu Sebastian
Advances in Neural Information Processing Systems 36 (2023) :39553-39565
A 64-core mixed-signal in-memory compute chip based on phase-change memory for deep neural network inference
Manuel Le Gallo, Riduan Khaddam-Aljameh, Milos Stanisavljevic, Athanasios Vasilopoulos, Benedikt Kersting, Martino Dazzi, Geethan Karunaratne, Matthias Brändli, Abhairaj Singh, Silvia M. Müller, Julian Büchel, Xavier Timoneda, Vinay Joshi, Malte J. Rasch, Urs Egger, Angelo Garofalo, Anastasios Petropoulos, Theodore Antonakopoulos, Kevin Brew, Samuel Choi, Injo Ok, Timothy Philip, Victor Chan, Claire Silvestre, Ishtiaq Ahsan, Nicole Saulnier, Vijay Narayanan, Pier Andrea Francese, Evangelos Eleftheriou, Abu Sebastian
Nature Electronics (2023) , 6 (9) :680-693
In-memory factorization of holographic perceptual representations
Jovin Langenegger, Geethan Karunaratne, Michael Hersche, Luca Benini, Abu Sebastian, Abbas Rahimi
Nature Nanotechnology (2023) , 18 (5) :479-485
Phase-change memtransistive synapses for mixed-plasticity neural computations
Syed Ghazi Sarwat, Benedikt Kersting, Timoleon Moraitis, Vara Prasad Jonnalagadda, Abu Sebastian
Nature Nanotechnology (2022) , 17 (5) :507-513
Memory devices and applications for in-memory computing
Abu Sebastian, Manuel Le Gallo, Riduan Khaddam-Aljameh, Evangelos Eleftheriou
Nature Nanotechnology (2020) , 15 (7) :529-544