| Achieving software-equivalent accuracy for hyperdimensional computing with ferroelectric-based in-memory computing A Kazemi, F Müller, MM Sharifi, H Errahmouni, G Gerlach, T Kämpfe, ... Scientific reports 12 (1), 19201, 2022 | 26 | 2022 |
| HDGIM: Hyperdimensional Genome Sequence Matching on Unreliable Highly-Scaled FeFET H Errahmouni Barkam, S Yun, PR Genssler, Z Zou, CK Liu, H Amrouch, ... Proceedings of the Conference on Design, Automation & Test in Europe …, 2023 | 13* | 2023 |
| Modeling and predicting transistor aging under workload dependency using machine learning PR Genssler, HE Barkam, K Pandaram, M Imani, H Amrouch IEEE Transactions on Circuits and Systems I: Regular Papers, 2023 | 11 | 2023 |
| HyperGRAF: Hyperdimensional Graph-Based Reasoning Acceleration on FPGA H Chen, A Zakeri, F Wen, HE Barkam, M Imani 2023 33rd International Conference on Field-Programmable Logic and …, 2023 | 6 | 2023 |
| Brain-inspired hyperdimensional computing for ultra-efficient edge ai H Amrouch, M Imani, X Jiao, Y Aloimonos, C Fermuller, D Yuan, D Ma, ... 2022 International Conference on Hardware/Software Codesign and System …, 2022 | 5 | 2022 |
| Reliable hyperdimensional reasoning on unreliable emerging technologies HE Barkam, S Yun, H Chen, P Gensler, A Mema, A Ding, ... 2023 IEEE/ACM International Conference On Computer Aided Design (ICCAD), 1-9, 2023 | 3 | 2023 |
| HyperSense: Accelerating Hyper-Dimensional Computing for Intelligent Sensor Data Processing S Yun, H Chen, R Masukawa, HE Barkam, A Ding, W Huang, A Rezvani, ... arXiv preprint arXiv:2401.10267, 2024 | 2 | 2024 |
| Revisiting Academic Probation in CS: At-Risk Indicators and Impact on Student Success BM Neda, M Wang, HE Barkam, J Wong-Ma, S Gago-Masague Journal of Computing Sciences in Colleges 38 (10), 8-16, 2023 | 2 | 2023 |
| Testing Machine Learning Models to Identify Computer Science Students at High-risk of Probation H Errahmouni Barkam, M Wang, B Martinez Neda, S Gago-Masague Proceedings of the 53rd ACM Technical Symposium on Computer Science …, 2022 | 2 | 2022 |
| In-Memory Acceleration of Hyperdimensional Genome Matching on Unreliable Emerging Technologies HE Barkam, S Yun, PR Genssler, CK Liu, Z Zou, H Amrouch, M Imani IEEE Transactions on Circuits and Systems I: Regular Papers, 2024 | 1 | 2024 |
| Hyperdimensional Computing for Resilient Edge Learning HE Barkam, SHE Jeon, S Yun, C Yeung, Z Zou, X Jiao, N Srinivasa, ... 2023 IEEE/ACM International Conference on Computer Aided Design (ICCAD), 1-8, 2023 | 1 | 2023 |
| Hierarchical representation and interpretable learning for accelerated quality monitoring in machining process D Hoang, H Errahmouni, H Chen, S Rachuri, N Mannan, R ElKharboutly, ... CIRP Journal of Manufacturing Science and Technology 50, 198-212, 2024 | | 2024 |
| A FeFET-based Time-Domain Associative Memory for Multi-bit Similarity Computation Q Huang, HE Barkam, Z Yang, J Yang, T Kämpfe, K Ni, L Zhang, B Li, ... Design, Automation and Test in Europe (DATE), 2024 | | 2024 |
| Towards Efficient Hyperdimensional Computing Using Photonics F Fayza, C Demirkiran, H Chen, CK Liu, A Mohan, H Errahmouni, S Yun, ... arXiv preprint arXiv:2311.17801, 2023 | | 2023 |
| Hyperdimensional Computing for Robust and Efficient Unsupervised Learning S Yun, HE Barkam, PR Genssler, H Latapie, H Amrouch, M Imani 2023 57th Asilomar Conference on Signals, Systems, and Computers, 281-288, 2023 | | 2023 |
| Hyperdimensional Cognitive Computing for Lightweight Cyberattack Detection in Industrial Internet of Things F Jalil Piran, HE Barkam, M Imani, F Imani International Design Engineering Technical Conferences and Computers and …, 2023 | | 2023 |
| Hardware-Optimized Hyperdimensional Computing for Real-Time Learning H Chen, HE Barkam, M Imani 2023 IEEE 66th International Midwest Symposium on Circuits and Systems …, 2023 | | 2023 |
| Comprehensive Analysis of Hyperdimensional Computing Against Gradient Based Attacks HE Barkam, SHE Jeon, C Yeung, Z Zou, X Jiao, M Imani 2023 Design, Automation & Test in Europe Conference & Exhibition (DATE), 1-2, 2023 | | 2023 |
| Improvement on the Wi-Fi vehicle simulator ERA H Errahmouni Barkam Universitat Politecnica de Catalunya, 2020 | | 2020 |
| 2023 33rd International Conference on Field-Programmable Logic and Applications (FPL)| 979-8-3503-4151-5/23/$31.00© 2023 IEEE| DOI: 10.1109/FPL60245. 2023.00072 S Abi-Karam, S Alismail, C Álvarez, H Amrouch, V Anastasia, ... | | |
Mohsen ImaniAssistant Professor, University of California IrvineBestätigte E-Mail-Adresse bei uci.edu
