| 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 | 182 | 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 | 80 | 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 | 74 | 2019 |
| 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 | 65 | 2018 |
| Acam: Approximate computing based on adaptive associative memory with online learning M Imani, Y Kim, A Rahimi, T Rosing Proceedings of the 2016 International Symposium on Low Power Electronics and …, 2016 | 65 | 2016 |
| Efficient neural network acceleration on gpgpu using content addressable memory M Imani, D Peroni, Y Kim, A Rahimi, T Rosing Design, Automation & Test in Europe Conference & Exhibition (DATE), 2017 …, 2017 | 59 | 2017 |
| 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 | 58 | 2020 |
| 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 | 57 | 2020 |
| Rapidnn: In-memory deep neural network acceleration framework M Imani, M Samragh, Y Kim, S Gupta, F Koushanfar, T Rosing arXiv preprint arXiv:1806.05794, 2018 | 57 | 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 | 54 | 2021 |
| Orchard: Visual object recognition accelerator based on approximate in-memory processing Y Kim, M Imani, T Rosing 2017 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 25-32, 2017 | 50 | 2017 |
| Hierarchical and distributed machine learning inference beyond the edge A Thomas, Y Guo, Y Kim, B Aksanli, A Kumar, TS Rosing 2019 IEEE 16th International Conference on Networking, Sensing and Control …, 2019 | 35 | 2019 |
| Hdcluster: An accurate clustering using brain-inspired high-dimensional computing M Imani, Y Kim, T Worley, S Gupta, T Rosing 2019 Design, Automation & Test in Europe Conference & Exhibition (DATE …, 2019 | 33 | 2019 |
| Gram: graph processing in a reram-based computational memory M Zhou, M Imani, S Gupta, Y Kim, T Rosing IEEE Asia and South Pacific Design Automation Conference, 2019 | 32 | 2019 |
| Cross-platform machine learning characterization for task allocation in IoT ecosystems W Cui, Y Kim, TS Rosing 2017 IEEE 7th Annual Computing and Communication Workshop and Conference …, 2017 | 32 | 2017 |
| CAUSE: Critical application usage-aware memory system using non-volatile memory for mobile devices Y Kim, M Imani, S Patil, TS Rosing 2015 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 690-696, 2015 | 31 | 2015 |
| Deep learning acceleration with neuron-to-memory transformation M Imani, MS Razlighi, Y Kim, S Gupta, F Koushanfar, T Rosing 2020 IEEE international symposium on high performance computer architecture …, 2020 | 29 | 2020 |
| Personalized optimization for android smartphones W Song, Y Kim, H Kim, J Lim, J Kim ACM Transactions on Embedded Computing Systems (TECS) 13 (2s), 1-25, 2014 | 29 | 2014 |
| Scalable edge-based hyperdimensional learning system with brain-like neural adaptation Z Zou, Y Kim, F Imani, H Alimohamadi, R Cammarota, M Imani Proceedings of the International Conference for High Performance Computing …, 2021 | 27 | 2021 |
| P4: Phase-based power/performance prediction of heterogeneous systems via neural networks Y Kim, P Mercati, A More, E Shriver, T Rosing 2017 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 683-690, 2017 | 26 | 2017 |
Mohsen ImaniAssistant Professor, University of California IrvineVerified email at uci.edu
