Hamza Errahmouni Barkam

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 15

Top Topics

Unsupervised Learning

Similarity Computation

Computer Science Students

Top Venues

IEEE Trans. Circuits Syst. I Regul. Pap.

Publications

Sanggeon Yun, Hanning Chen, Ryozo Masukawa, Hamza Errahmouni Barkam, Andrew Ding, Wenjun Huang, Arghavan Rezvani, Shaahin Angizi, Mohsen Imani
HyperSense: Accelerating Hyper-Dimensional Computing for Intelligent Sensor Data Processing. CoRR (2024)
Fardin Jalil Piran, Prathyush Poduval, Hamza Errahmouni Barkam, Mohsen Imani, Farhad Imani
Explainable Hyperdimensional Computing for Balancing Privacy and Transparency in Additive Manufacturing Monitoring. CoRR (2024)
Hamza Errahmouni Barkam, Sanggeon Yun, Paul R. Genssler, Che-Kai Liu, Zhuowen Zou, Hussam Amrouch, Mohsen Imani
In-Memory Acceleration of Hyperdimensional Genome Matching on Unreliable Emerging Technologies. IEEE Trans. Circuits Syst. I Regul. Pap. 71 (4) (2024)
Qingrong Huang, Hamza Errahmouni Barkam, Zeyu Yang, Jianyi Yang, Thomas Kämpfe, Kai Ni, Grace Li Zhang, Bing Li, Ulf Schlichtmann, Mohsen Imani, Cheng Zhuo, Xunzhao Yin
A FeFET-based Time-Domain Associative Memory for Multi-bit Similarity Computation. DATE (2024)
Hamza Errahmouni Barkam, Sanggeon Yun, Paul R. Genssler, Zhuowen Zou, Che-Kai Liu, Hussam Amrouch, Mohsen Imani
HDGIM: Hyperdimensional Genome Sequence Matching on Unreliable highly scaled FeFET. DATE (2023)
Hanning Chen, Hamza Errahmouni Barkam, Mohsen Imani
Hardware-Optimized Hyperdimensional Computing for Real-Time Learning. MWSCAS (2023)
Hamza Errahmouni Barkam, Sanggeon Yun, Hanning Chen, Paul Gensler, Albi Mema, Andrew Ding, George Michelogiannakis, Hussam Amrouch, Mohsen Imani
Reliable Hyperdimensional Reasoning on Unreliable Emerging Technologies. ICCAD (2023)
Farbin Fayza, Cansu Demirkiran, Hanning Chen, Che-Kai Liu, Avi Mohan, Hamza Errahmouni Barkam, Sanggeon Yun, Mohsen Imani, David Zhang, Darius Bunandar, Ajay Joshi
Towards Efficient Hyperdimensional Computing Using Photonics. CoRR (2023)
Paul R. Genssler, Hamza Errahmouni Barkam, Karthik Pandaram, Mohsen Imani, Hussam Amrouch
Modeling and Predicting Transistor Aging Under Workload Dependency Using Machine Learning. IEEE Trans. Circuits Syst. I Regul. Pap. 70 (9) (2023)
Sanggeon Yun, Hamza Errahmouni Barkam, Paul R. Genssler, Hugo Latapie, Hussam Amrouch, Mohsen Imani
Hyperdimensional Computing for Robust and Efficient Unsupervised Learning. ACSSC (2023)
Hamza Errahmouni Barkam, SungHeon Eavn Jeon, Sanggeon Yun, Calvin Yeung, Zhuowen Zou, Xun Jiao, Narayan Srinivasa, Mohsen Imani
Invited Paper: Hyperdimensional Computing for Resilient Edge Learning. ICCAD (2023)
Hanning Chen, Ali Zakeri, Fei Wen, Hamza Errahmouni Barkam, Mohsen Imani
HyperGRAF: Hyperdimensional Graph-Based Reasoning Acceleration on FPGA. FPL (2023)
Hamza Errahmouni Barkam, SungHeon Eavn Jeon, Calvin Yeung, Zhuowen Zou, Xun Jiao, Mohsen Imani
Comprehensive Analysis of Hyperdimensional Computing Against Gradient Based Attacks. DATE (2023)
Hamza Errahmouni Barkam, Max Wang, Barbara Martinez Neda, Sergio Gago Masagué
Testing Machine Learning Models to Identify Computer Science Students at High-risk of Probation. SIGCSE (2) (2022)
Hussam Amrouch, Mohsen Imani, Xun Jiao, Yiannis Aloimonos, Cornelia Fermüller, Dehao Yuan, Dongning Ma, Hamza Errahmouni Barkam, Paul R. Genssler, Peter Sutor Jr.
Brain-Inspired Hyperdimensional Computing for Ultra-Efficient Edge AI. CODES+ISSS (2022)