| 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 | 57 | 2019 |
| Adapthd: Adaptive efficient training for brain-inspired hyperdimensional computing M Imani, J Morris, S Bosch, H Shu, G De Micheli, T Rosing 2019 IEEE Biomedical Circuits and Systems Conference (BioCAS), 1-4, 2019 | 40 | 2019 |
| CompHD: Efficient hyperdimensional computing using model compression J Morris, M Imani, S Bosch, A Thomas, H Shu, T Rosing 2019 IEEE/ACM International Symposium on Low Power Electronics and Design …, 2019 | 26 | 2019 |
| Thrifty: Training with hyperdimensional computing across flash hierarchy S Gupta, J Morris, M Imani, R Ramkumar, J Yu, A Tiwari, B Aksanli, ... Proceedings of the 39th International Conference on Computer-Aided Design, 1-9, 2020 | 21 | 2020 |
| tiny-hd: Ultra-efficient hyperdimensional computing engine for iot applications B Khaleghi, H Xu, J Morris, TŠ Rosing 2021 Design, Automation & Test in Europe Conference & Exhibition (DATE), 408-413, 2021 | 19 | 2021 |
| Hyperrec: Efficient recommender systems with hyperdimensional computing Y Guo, M Imani, J Kang, S Salamat, J Morris, B Aksanli, Y Kim, T Rosing Proceedings of the 26th Asia and South Pacific Design Automation Conference …, 2021 | 19 | 2021 |
| Wastewater and surface monitoring to detect COVID-19 in elementary school settings: The Safer at School Early Alert project R Fielding-Miller, S Karthikeyan, T Gaines, RS Garfein, RA Salido, ... Medrxiv, 2021.10. 19.21265226, 2021 | 13 | 2021 |
| Hydrea: Towards more robust and efficient machine learning systems with hyperdimensional computing J Morris, K Ergun, B Khaleghi, M Imani, B Aksanli, T Rosing 2021 Design, Automation & Test in Europe Conference & Exhibition (DATE), 723-728, 2021 | 12 | 2021 |
| 𝖧𝗒𝖣𝖱𝖤𝖠: Utilizing Hyperdimensional Computing for a More Robust and Efficient Machine Learning System J Morris, K Ergun, B Khaleghi, M Imani, B Aksanli, T Simunic ACM Transactions on Embedded Computing Systems 21 (6), 1-25, 2022 | 8 | 2022 |
| GENERIC: highly efficient learning engine on edge using hyperdimensional computing B Khaleghi, J Kang, H Xu, J Morris, T Rosing Proceedings of the 59th ACM/IEEE Design Automation Conference, 1117-1122, 2022 | 8 | 2022 |
| Locality-based encoder and model quantization for efficient hyper-dimensional computing J Morris, R Fernando, Y Hao, M Imani, B Aksanli, T Rosing IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2021 | 7 | 2021 |
| Hyperspike: hyperdimensional computing for more efficient and robust spiking neural networks J Morris, HW Lui, K Stewart, B Khaleghi, A Thomas, T Marback, B Aksanli, ... 2022 Design, Automation & Test in Europe Conference & Exhibition (DATE), 664-669, 2022 | 6 | 2022 |
| Safer at school early alert: an observational study of wastewater and surface monitoring to detect COVID-19 in elementary schools R Fielding-Miller, S Karthikeyan, T Gaines, RS Garfein, RA Salido, ... The Lancet Regional Health–Americas 19, 2023 | 5 | 2023 |
| Stochastic-HD: leveraging stochastic computing on hyper-dimensional computing Y Hao, S Gupta, J Morris, B Khaleghi, B Aksanli, T Rosing 2021 IEEE 39th International Conference on Computer Design (ICCD), 321-325, 2021 | 5 | 2021 |
| Wastewater and surface monitoring to detect COVID-19 in elementary school settings: The Safer at School Early Alert project (preprint) RK Fielding-Miller, S Karthikeyan, T Gaines, RS Garfein, RA Salido, ... | 5 | 2021 |
| Multi-label HD Classification in 3D Flash J Morris, Y Hao, S Gupta, R Ramkumar, J Yu, M Imani, B Aksanli, ... 2020 IFIP/IEEE 28th International Conference on Very Large Scale Integration …, 2020 | 5 | 2020 |
| Swapping metagenomics preprocessing pipeline components offers speed and sensitivity increases G Armstrong, C Martino, J Morris, B Khaleghi, J Kang, J DeReus, Q Zhu, ... Msystems 7 (2), e01378-21, 2022 | 3 | 2022 |
| Store-n-Learn: Classification and Clustering with Hyperdimensional Computing across Flash Hierarchy S Gupta, B Khaleghi, S Salamat, J Morris, R Ramkumar, J Yu, A Tiwari, ... ACM Transactions on Embedded Computing Systems (TECS) 21 (3), 1-25, 2022 | 2 | 2022 |
| AdaptBit-HD: Adaptive Model Bitwidth for Hyperdimensional Computing J Morris, STK Set, G Rosen, M Imani, B Aksanli, T Rosing 2021 IEEE 39th International Conference on Computer Design (ICCD), 93-100, 2021 | 2 | 2021 |
| Maccelerator: Approximate arithmetic unit for computational acceleration A Sokolova, M Imani, A Huang, R Garcia, J Morris, T Rosing, B Aksanli 2021 22nd International Symposium on Quality Electronic Design (ISQED), 444-449, 2021 | 2 | 2021 |
Tajana Simunic RosingUCSDVerified email at eng.ucsd.edu
