| Accurate deep neural network inference using computational phase-change memory V Joshi, ML Gallo, I Boybat, S Haefeli, C Piveteau, M Dazzi, B Rajendran, ... Nature Communications, 2020 | 383 | 2020 |
| Mixed-precision deep learning based on computational memory SR Nandakumar, ML Gallo, C Piveteau, V Joshi, G Mariani, I Boybat, ... Frontiers of Neuroscience, 2020 | 92 | 2020 |
| 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 | 57 | 2023 |
| Computational memory-based inference and training of deep neural networks A Sebastian, I Boybat, M Dazzi, I Giannopoulos, V Jonnalagadda, V Joshi, ... 2019 Symposium on VLSI Technology, T168-T169, 2019 | 47 | 2019 |
| Deep learning acceleration based on in-memory computing E Eleftheriou, M Le Gallo, SR Nandakumar, C Piveteau, I Boybat, V Joshi, ... IBM Journal of Research and Development 63 (6), 7: 1-7: 16, 2019 | 30 | 2019 |
| Phase-Change Memory Models for Deep Learning Training and Inference S. R. Nandakumar, Irem Boybat, Vinay Joshi, Chritophe Piveteau, Manuel Le ... 26th IEEE International Conference on Electronics Circuits and Systems, 2019 | 23* | 2019 |
| High accuracy sensor fault detection for energy management applications V Joshi, O Desai, A Kowli 2017 IEEE International Conference on Signal Processing, Informatics …, 2017 | 11 | 2017 |
| Training of artificial neural networks C Piveteau, A Sebastian, M Le Gallo-Bourdeau, VM Joshi US Patent 11,373,092, 2022 | 7 | 2022 |
| Electronic system for computing items of an outer product matrix VM Joshi, A Sebastian, M Le Gallo-Bourdeau, IB Kara, C Piveteau US Patent 11,436,302, 2022 | 2 | 2022 |
| ESSOP: Efficient and Scalable Stochastic Outer Product Architecture for Deep Learning V Joshi, G Karunaratne, ML Gallo, I Boybat, C Piveteau, A Sebastian, ... International Symposium on Circuits and Systems 2020, 2020 | 2 | 2020 |
| Gated unit for a gated recurrent neural network M Le Gallo-Bourdeau, VM Joshi, A Sebastian, M Stanisavljevic US Patent App. 17/074,797, 2022 | 1 | 2022 |
| Towards Joint Optimization for DNN Architecture and Configuration for Compute-In-Memory Hardware S Kundu, A Sarah, V Joshi, OJ Omer, S Subramoney arXiv preprint arXiv:2402.11780, 2024 | | 2024 |
| Conductance drift corrections in neuromorphic systems based on crossbar array structures VM Joshi, S Haefeli, M Le Gallo-Bourdeau, IB Kara, A Sebastian US Patent 11,663,458, 2023 | | 2023 |
| Hybrid in-memory computing architecture for the training of deep neural networks V Joshi, W He, J Seo, B Rajendran 2021 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2021 | | 2021 |
| Deep learning acceleration based on in-memory computing C Piveteau, I Boybat, V Joshi, R Khaddam-Aljameh, M Dazzi, ... | | |
Abu SebastianDistinguished Scientist, IBM Research - ZurichVerified email at zurich.ibm.com
