| Floatpim: In-memory acceleration of deep neural network training with high precision M Imani, S Gupta, Y Kim, T Rosing Proceedings of the 46th International Symposium on Computer Architecture …, 2019 | 244 | 2019 |
| Exploring hyperdimensional associative memory M Imani, A Rahimi, D Kong, T Rosing, JM Rabaey 2017 IEEE International Symposium on High Performance Computer Architecture …, 2017 | 225 | 2017 |
| Voicehd: Hyperdimensional computing for efficient speech recognition M Imani, D Kong, A Rahimi, T Rosing 2017 IEEE international conference on rebooting computing (ICRC), 1-8, 2017 | 193 | 2017 |
| Felix: Fast and energy-efficient logic in memory S Gupta, M Imani, T Rosing 2018 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 1-7, 2018 | 158 | 2018 |
| Resistive configurable associative memory for approximate computing M Imani, A Rahimi, TS Rosing 2016 Design, Automation & Test in Europe Conference & Exhibition (DATE …, 2016 | 132 | 2016 |
| Looknn: Neural network with no multiplication MS Razlighi, M Imani, F Koushanfar, T Rosing Design, Automation & Test in Europe Conference & Exhibition (DATE), 2017 …, 2017 | 113 | 2017 |
| Ultra-efficient processing in-memory for data intensive applications M Imani, S Gupta, T Rosing Proceedings of the 54th Annual Design Automation Conference 2017, 1-6, 2017 | 100 | 2017 |
| A framework for collaborative learning in secure high-dimensional space M Imani, Y Kim, S Riazi, J Messerly, P Liu, F Koushanfar, T Rosing 2019 IEEE 12th International Conference on Cloud Computing (CLOUD), 435-446, 2019 | 99 | 2019 |
| F5-hd: Fast flexible fpga-based framework for refreshing hyperdimensional computing S Salamat, M Imani, B Khaleghi, T Rosing Proceedings of the 2019 ACM/SIGDA International Symposium on Field …, 2019 | 91 | 2019 |
| Mpim: Multi-purpose in-memory processing using configurable resistive memory M Imani, Y Kim, T Rosing 2017 22nd Asia and South Pacific Design Automation Conference (ASP-DAC), 757-763, 2017 | 90 | 2017 |
| Onlinehd: Robust, efficient, and single-pass online learning using hyperdimensional system A Hernández-Cano, N Matsumoto, E Ping, M Imani 2021 Design, Automation & Test in Europe Conference & Exhibition (DATE), 56-61, 2021 | 86 | 2021 |
| Geniehd: Efficient dna pattern matching accelerator using hyperdimensional computing Y Kim, M Imani, N Moshiri, T Rosing 2020 Design, Automation & Test in Europe Conference & Exhibition (DATE), 115-120, 2020 | 86 | 2020 |
| CFPU: Configurable floating point multiplier for energy-efficient computing M Imani, D Peroni, T Rosing Proceedings of the 54th Annual Design Automation Conference 2017, 1-6, 2017 | 85 | 2017 |
| Mockingbird: Defending Against Deep-Learning-Based Website Fingerprinting Attacks With Adversarial Traces MS Rahman, M Imani, N Mathews, M Wright IEEE Transactions on Information Forensics and Security 16, 1594-1609, 2020 | 84 | 2020 |
| Hierarchical hyperdimensional computing for energy efficient classification M Imani, C Huang, D Kong, T Rosing Proceedings of the 55th Annual Design Automation Conference, 1-6, 2018 | 83 | 2018 |
| Efficient human activity recognition using hyperdimensional computing Y Kim, M Imani, TS Rosing Proceedings of the 8th International Conference on the Internet of Things, 1-6, 2018 | 80 | 2018 |
| Revisiting hyperdimensional learning for fpga and low-power architectures M Imani, Z Zou, S Bosch, SA Rao, S Salamat, V Kumar, Y Kim, T Rosing 2021 IEEE International Symposium on High-Performance Computer Architecture …, 2021 | 78 | 2021 |
| Dual: Acceleration of clustering algorithms using digital-based processing in-memory M Imani, S Pampana, S Gupta, M Zhou, Y Kim, T Rosing 2020 53rd Annual IEEE/ACM International Symposium on Microarchitecture …, 2020 | 78 | 2020 |
| A binary learning framework for hyperdimensional computing M Imani, J Messerly, F Wu, W Pi, T Rosing 2019 Design, Automation & Test in Europe Conference & Exhibition (DATE), 126-131, 2019 | 74 | 2019 |
| Bric: Locality-based encoding for energy-efficient brain-inspired hyperdimensional computing M Imani, J Morris, J Messerly, H Shu, Y Deng, T Rosing Proceedings of the 56th Annual Design Automation Conference 2019, 1-6, 2019 | 72 | 2019 |
Yeseong KimAssistant Professor, DGISTVerified email at dgist.ac.kr
