| 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 | 39 | 2022 |
| 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 | 21 | 2023 |
| Hdgim: Hyperdimensional genome sequence matching on unreliable highly scaled fefet HE Barkam, S Yun, PR Genssler, Z Zou, CK Liu, H Amrouch, M Imani 2023 Design, Automation & Test in Europe Conference & Exhibition (DATE), 1-6, 2023 | 21* | 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 | 20 | 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 | 16 | 2022 |
| HyperSense: Hyperdimensional Intelligent Sensing for Energy‐Efficient Sparse Data Processing S Yun, H Chen, R Masukawa, H Errahmouni Barkam, A Ding, W Huang, ... Advanced Intelligent Systems, 2400228, 2024 | 9* | 2024 |
| 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 | 9 | 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 | 6 | 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, GL Zhang, B Li, ... 2024 Design, Automation & Test in Europe Conference & Exhibition (DATE), 1-6, 2024 | 4 | 2024 |
| Hyperdimensional cognitive computing for lightweight cyberattack detection in industrial internet of things FJ Piran, HE Barkam, M Imani, F Imani International Design Engineering Technical Conferences and Computers and …, 0 | 3 | |
| A Remedy to Compute-in-Memory with Dynamic Random Access Memory: 1FeFET-1C Technology for Neuro-Symbolic AI X Yin, HE Barkam, F Müller, Y Jiang, M Imani, S Abdulazhanov, A Vardar, ... arXiv preprint arXiv:2410.15296, 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 |
| Explainable Hyperdimensional Computing for Balancing Privacy and Transparency in Additive Manufacturing Monitoring FJ Piran, PP Poduval, HE Barkam, M Imani, F Imani arXiv preprint arXiv:2407.07066, 2024 | 1 | 2024 |
| 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 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 | 1 | 2023 |
| 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 |
| 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 | 1 | 2023 |
| Neuro-Photonix: Enabling Near-Sensor Neuro-Symbolic AI Computing on Silicon Photonics Substrate D Najafi, HE Barkam, M Morsali, SH Jeong, T Das, A Roohi, M Nikdast, ... arXiv preprint arXiv:2412.10187, 2024 | | 2024 |
| Exploiting Boosting in Hyperdimensional Computing for Enhanced Reliability in Healthcare SH Jeong, HE Barkam, S Yun, Y Kim, S Angizi, M Imani arXiv preprint arXiv:2411.14612, 2024 | | 2024 |
Mohsen ImaniAssistant Professor, University of California Irvine確認したメール アドレス: uci.edu