Bringing uncertainty quantification to the extreme-edge with memristor-based Bayesian neural networks D Bonnet, T Hirtzlin, A Majumdar, T Dalgaty, E Esmanhotto, V Meli, ... Nature Communications 14 (1), 7530, 2023 | 29 | 2023 |
Topological magnetic and ferroelectric systems for reservoir computing K Everschor-Sitte, A Majumdar, K Wolk, D Meier Nature Reviews Physics 6 (7), 455-462, 2024 | 15 | 2024 |
Powering AI at the edge: A robust, memristor-based binarized neural network with near-memory computing and miniaturized solar cell F Jebali, A Majumdar, C Turck, KE Harabi, MC Faye, E Muhr, JP Walder, ... Nature Communications 15 (1), 741, 2024 | 14 | 2024 |
Low-overhead implementation of binarized neural networks employing robust 2t2r resistive ram bridges M Ezzadeen, A Majumdar, M Bocquet, B Giraud, JP Noël, F Andrieu, ... ESSCIRC 2021-IEEE 47th European Solid State Circuits Conference (ESSCIRC), 83-86, 2021 | 9 | 2021 |
Model of the Weak Reset Process in HfOx Resistive Memory for Deep Learning Frameworks A Majumdar, M Bocquet, T Hirtzlin, A Laborieux, JO Klein, E Nowak, ... IEEE Transactions on Electron Devices 68 (10), 4925-4932, 2021 | 6 | 2021 |
Quantum-classical simulation of molecular motors driven only by light A Majumdar, TLC Jansen The journal of physical chemistry letters 12 (23), 5512-5518, 2021 | 5 | 2021 |
Evolution of the magnetoresistance lineshape with temperature and electric field across Nb-doped SrTiO3 interface A Das, ST Jousma, A Majumdar, T Banerjee Applied Physics Letters 112 (18), 2018 | 5 | 2018 |
CAPC: A configurable analog pop-count circuit for near-memory binary neural networks F Jebali, A Majumdar, A Laborieux, T Hirtzlin, E Vianello, JP Walder, ... 2021 IEEE International Midwest Symposium on Circuits and Systems (MWSCAS …, 2021 | 4 | 2021 |
Novel implementations for reservoir computing--from spin to charge K Everschor-Sitte, A Majumdar, K Wolk, D Meier arXiv preprint arXiv:2311.11929, 2023 | 2 | 2023 |
Neuromorphic Spintronics A Majumdar, K Everschor-Sitte arXiv preprint arXiv:2409.10290, 2024 | | 2024 |
Rechnen mit magnetischen Wirbeln: Physikalisches Reservoir‐Computing K Everschor‐Sitte, R Msiska, A Majumdar Physik in unserer Zeit 55 (4), 183-189, 2024 | | 2024 |
Implementation of binarized neural networks immune to device variation and voltage drop employing resistive random access memory bridges and capacitive neurons M Ezzadeen, A Majumdar, O Valorge, N Castellani, V Gherman, G Regis, ... Communications Engineering 3 (1), 80, 2024 | | 2024 |
Rechnen mit magnetischen Wirbeln K Everschor‐Sitte, R Msiska, A Majumdar Physik in unserer Zeit 55 (4), 183-189, 2024 | | 2024 |
Embracing Imperfections: Hardware-compatible Neural Networks for Neuromorphic Computing A Majumdar Université Paris-Saclay, 2023 | | 2023 |
Binary ReRAM-based BNN first-layer implementation M Ezzadeen, A Majumdar, S Thomas, JP Noël, B Giraud, M Bocquet, ... 2023 Design, Automation & Test in Europe Conference & Exhibition (DATE), 1-6, 2023 | | 2023 |
DATE 2023 Focus Sessions M Ezzadeen, A Majumdar, S Thomas, JP Noel, B Giraud, M Bocquet, ... | | 2023 |