| A 64-core mixed-signal in-memory compute chip based on phase-change memory for deep neural network inference M Le Gallo, R Khaddam-Aljameh, M Stanisavljevic, A Vasilopoulos, ... Nature Electronics 6 (9), 680-693, 2023 | 162 | 2023 |
| Ml-hw co-design of noise-robust tinyml models and always-on analog compute-in-memory edge accelerator C Zhou, FG Redondo, J Büchel, I Boybat, XT Comas, SR Nandakumar, ... IEEE Micro 42 (6), 76-87, 2022 | 36* | 2022 |
| Supervised training of spiking neural networks for robust deployment on mixed-signal neuromorphic processors J Büchel, D Zendrikov, S Solinas, G Indiveri, DR Muir Nature Scientific Reports, 2021 | 32 | 2021 |
| Using the IBM analog in-memory hardware acceleration kit for neural network training and inference M Le Gallo, C Lammie, J Büchel, F Carta, O Fagbohungbe, C Mackin, ... APL Machine Learning 1 (4), 2023 | 23 | 2023 |
| Gradient descent-based programming of analog in-memory computing cores J Büchel, A Vasilopoulos, B Kersting, F Odermatt, K Brew, I Ok, S Choi, ... 2022 International Electron Devices Meeting (IEDM), 33.1. 1-33.1. 4, 2022 | 18 | 2022 |
| Adversarial attacks on spiking convolutional neural networks for event-based vision J Büchel, G Lenz, Y Hu, S Sheik, M Sorbaro Frontiers in Neuroscience 16, 1068193, 2022 | 17* | 2022 |
| Exploiting the state dependency of conductance variations in memristive devices for accurate in-memory computing A Vasilopoulos, J Büchel, B Kersting, C Lammie, K Brew, S Choi, T Philip, ... IEEE Transactions on Electron Devices 70 (12), 6279-6285, 2023 | 10 | 2023 |
| Network Insensitivity to Parameter Noise via Adversarial Regularization J Büchel, F Faber, DR Muir International Conference on Learning Representations (ICLR) 2022, 2021 | 10* | 2021 |
| Design of Analog-AI Hardware Accelerators for Transformer-based Language Models GW Burr, H Tsai, W Simon, I Boybat, S Ambrogio, CE Ho, ZW Liou, ... 2023 International Electron Devices Meeting (IEDM), 1-4, 2023 | 6 | 2023 |
| Programming weights to analog in-memory computing cores by direct minimization of the matrix-vector multiplication error J Büchel, A Vasilopoulos, B Kersting, C Lammie, K Brew, T Philip, ... IEEE Journal on Emerging and Selected Topics in Circuits and Systems 13 (4 …, 2023 | 5 | 2023 |
| Ladder networks for semi-supervised hyperspectral image classification J Büchel, O Ersoy arXiv preprint arXiv:1812.01222, 2018 | 5 | 2018 |
| Improving the accuracy of analog-based in-memory computing accelerators post-training C Lammie, A Vasilopoulos, J Büchel, G Camposampiero, M Le Gallo, ... 2024 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2024 | 2 | 2024 |
| Implementing efficient balanced networks with mixed-signal spike-based learning circuits J Büchel, J Kakon, M Perez, G Indiveri 2021 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2021 | 2 | 2021 |
| Efficient scaling of large language models with mixture of experts and 3D analog in-memory computing J Büchel, A Vasilopoulos, WA Simon, I Boybat, HY Tsai, GW Burr, ... Nature Computational Science, 1-14, 2025 | 1 | 2025 |
| AIHWKIT-lightning: a scalable HW-aware training toolkit for analog in-memory computing J Büchel, WA Simon, C Lammie, G Acampa, K El Maghraoui, M Le Gallo, ... NeurIPS 2024 Workshop Machine Learning with new Compute Paradigms, 2024 | 1 | 2024 |
| In-memory compute chips with carbon-based projected phase-change memory devices GS Syed, K Brew, A Vasilopoulos, VP Jonnalagadda, B Kersting, T Philip, ... 2023 International Electron Devices Meeting (IEDM), 1-4, 2023 | 1 | 2023 |
| The inherent adversarial robustness of analog in-memory computing C Lammie, J Büchel, A Vasilopoulos, M Le Gallo, A Sebastian Nature Communications 16 (1), 1756, 2025 | | 2025 |
| Conductance range optimization CL Lammie, M Le Gallo-Bourdeau, B Kersting, A Sebastian, JR Büchel US Patent App. 18/216,661, 2025 | | 2025 |
| Controlling signal strengths in analog, in-memory compute units having crossbar array structures JR Büchel, M Le Gallo-Bourdeau, A Sebastian US Patent App. 18/333,966, 2024 | | 2024 |
| Compensating non-ideality of a neuromorphic memory device B Kersting, A Vasilopoulos, M Le Gallo-Bourdeau, JR Büchel, ... US Patent App. 18/337,214, 2024 | | 2024 |
Abu SebastianDistinguished Scientist, IBM Research - ZurichEmail verificata su zurich.ibm.com
