A wearable biosensing system with in-sensor adaptive machine learning for hand gesture recognition A Moin, A Zhou, A Rahimi, A Menon, S Benatti, G Alexandrov, S Tamakloe, ... Nature Electronics 4 (1), 54-63, 2021 | 457 | 2021 |
In-memory hyperdimensional computing G Karunaratne, M Le Gallo, G Cherubini, L Benini, A Rahimi, A Sebastian Nature Electronics 3 (6), 327-337, 2020 | 267 | 2020 |
A robust and energy-efficient classifier using brain-inspired hyperdimensional computing A Rahimi, P Kanerva, JM Rabaey Proceedings of the 2016 international symposium on low power electronics and …, 2016 | 258 | 2016 |
Exploring hyperdimensional associative memory M Imani, A Rahimi, D Kong, T Rosing, JM Rabaey 2017 IEEE International Symposium on High Performance Computer Architecture …, 2017 | 231 | 2017 |
Voicehd: Hyperdimensional computing for efficient speech recognition M Imani, D Kong, A Rahimi, T Rosing Rebooting Computing (ICRC), 2017 IEEE International Conference on, 1-8, 2017 | 213 | 2017 |
Hyperdimensional biosignal processing: A case study for EMG-based hand gesture recognition A Rahimi, S Benatti, P Kanerva, L Benini, JM Rabaey 2016 IEEE International Conference on Rebooting Computing (ICRC), 1-8, 2016 | 210 | 2016 |
Efficient biosignal processing using hyperdimensional computing: Network templates for combined learning and classification of ExG signals A Rahimi, P Kanerva, L Benini, JM Rabaey Proceedings of the IEEE 107 (1), 123-143, 2018 | 151 | 2018 |
A fully-synthesizable single-cycle interconnection network for shared-L1 processor clusters A Rahimi, I Loi, MR Kakoee, L Benini 2011 Design, Automation & Test in Europe, 1-6, 2011 | 151 | 2011 |
High-dimensional computing as a nanoscalable paradigm A Rahimi, S Datta, D Kleyko, EP Frady, B Olshausen, P Kanerva, ... IEEE Transactions on Circuits and Systems I: Regular Papers 64 (9), 2508-2521, 2017 | 147 | 2017 |
Brain-inspired computing exploiting carbon nanotube FETs and resistive RAM: Hyperdimensional computing case study TF Wu, H Li, PC Huang, A Rahimi, JM Rabaey, HSP Wong, MM Shulaker, ... 2018 IEEE International Solid-State Circuits Conference-(ISSCC), 492-494, 2018 | 144 | 2018 |
Hyperdimensional computing with 3D VRRAM in-memory kernels: Device-architecture co-design for energy-efficient, error-resilient language recognition H Li, TF Wu, A Rahimi, KS Li, M Rusch, CH Lin, JL Hsu, MM Sabry, ... 2016 IEEE International Electron Devices Meeting (IEDM), 16.1. 1-16.1. 4, 2016 | 144 | 2016 |
Resistive configurable associative memory for approximate computing M Imani, A Rahimi, TS Rosing 2016 Design, Automation & Test in Europe Conference & Exhibition (DATE …, 2016 | 135 | 2016 |
Constrained few-shot class-incremental learning M Hersche, G Karunaratne, G Cherubini, L Benini, A Sebastian, A Rahimi Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2022 | 127 | 2022 |
An EMG gesture recognition system with flexible high-density sensors and brain-inspired high-dimensional classifier A Moin, A Zhou, A Rahimi, S Benatti, A Menon, S Tamakloe, J Ting, ... 2018 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2018 | 124 | 2018 |
Classification and recall with binary hyperdimensional computing: Tradeoffs in choice of density and mapping characteristics D Kleyko, A Rahimi, DA Rachkovskij, E Osipov, JM Rabaey IEEE transactions on neural networks and learning systems 29 (12), 5880-5898, 2018 | 118 | 2018 |
A survey on hyperdimensional computing aka vector symbolic architectures, part i: Models and data transformations D Kleyko, DA Rachkovskij, E Osipov, A Rahimi ACM Computing Surveys 55 (6), 1-40, 2022 | 105 | 2022 |
One-shot Learning for iEEG Seizure Detection Using End-to-end Binary Operations: Local Binary Patterns with Hyperdimensional Computing A Burrello, K Schindler, L Benini, A Rahimi IEEE Biomedical Circuits and Systems Conferenc (BioCAS 2018), 2018 | 101 | 2018 |
Robust high-dimensional memory-augmented neural networks G Karunaratne, M Schmuck, M Le Gallo, G Cherubini, L Benini, ... Nature communications 12 (1), 2468, 2021 | 98 | 2021 |
Approximate associative memristive memory for energy-efficient GPUs A Rahimi, A Ghofrani, KT Cheng, L Benini, RK Gupta 2015 Design, Automation & Test in Europe Conference & Exhibition (DATE …, 2015 | 96 | 2015 |
Axilog: Language support for approximate hardware design A Yazdanbakhsh, D Mahajan, B Thwaites, J Park, A Nagendrakumar, ... 2015 Design, Automation & Test in Europe Conference & Exhibition (DATE), 812-817, 2015 | 95 | 2015 |