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Hamza Errahmouni Barkam

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

15

Venues

8

Active years

2022–2026

Best venue rank

A*

Where they publish

Papers

15 indexed papers, newest first.

YearVenueTitleAuthors
2026DATEScalable Symbolic Reasoning with Matrix-Based Brain-Inspired Representations and Vector-Space Acceleration.William Youngwoo Chung, Hyunwoo Oh, Hamza Errahmouni Barkam, Calvin Yeung, Mohsen Imani
2026ISCASA 40 μW 8-bit Accelerator Wake-Up Circuit for Always-on Smart IoT Sensor Monitoring.Andrew Ding, SungHeon Evan Jeong, Xuyang Liu, Hamza Errahmouni Barkam, Shaahin Angizi, Nader Bagherzadeh, Mohsen Imani
2026ISLPEDIntegrating Symbolic and Neural Mechanisms for Adversarially Robust Hyperdimensional Computing.Hamza Errahmouni Barkam, Salaar Saraj, Zhen Ye, Xiangjian Liu, Haleh Alimohamadi, Nathaniel D. Bastian, Mohsen Imani
2026ISLPEDVector-Space Projection and Unified Complex-Valued Acceleration for Scaling Matrix-Based Brain-Inspired Representations.William Youngwoo Chung, Hyunwoo Oh, Calvin Yeung, Hansen Jin Lillemark, Hamza Errahmouni Barkam, Mohsen Imani
2025DACiTaskSense: Task-Oriented Object Detection in Resource-Constrained Environments.SungHeon Jeong, Hamza Errahmouni Barkam, Hyunwoo Oh, Hanning Chen, Tamoghno Das, Zhen Ye, Mohsen Imani
2025DATEExploiting Boosting in Hyperdimensional Computing for Enhanced Reliability in Healthcare.Sungheon Jeong, Hamza Errahmouni Barkam, Sanggeon Yun, Yeseong Kim, Shaahin Angizi, Mohsen Imani
2024DATEA FeFET-based Time-Domain Associative Memory for Multi-bit Similarity Computation.Qingrong Huang, Hamza Errahmouni Barkam, Zeyu Yang, Jianyi Yang, Thomas Kmpfe, Kai Ni, Grace Li Zhang, Bing Li, Ulf Schlichtmann, Mohsen Imani, Cheng Zhuo, Xunzhao Yin
2024ICCADBayesian-Informed Hyperdimensional Learning for Intelligent and Efficient Data Processing.Hamza Errahmouni Barkam, Tamoghno Das, Prathyush Poduval, Sungheon Jeong, Calvin Yeung, Mostafa A. Solitan, Mohsen Imani
2023ACSSCHyperdimensional Computing for Robust and Efficient Unsupervised Learning.Sanggeon Yun, Hamza Errahmouni Barkam, Paul R. Genssler, Hugo Latapie, Hussam Amrouch, Mohsen Imani
2023DATEComprehensive Analysis of Hyperdimensional Computing Against Gradient Based Attacks.Hamza Errahmouni Barkam, SungHeon Evan Jeong, Calvin Yeung, Zhuowen Zou, Xun Jiao, Mohsen Imani
2023DATEHDGIM: Hyperdimensional Genome Sequence Matching on Unreliable highly scaled FeFET.Hamza Errahmouni Barkam, Sanggeon Yun, Paul R. Genssler, Zhuowen Zou, Che-Kai Liu, Hussam Amrouch, Mohsen Imani
2023FPLHyperGRAF: Hyperdimensional Graph-Based Reasoning Acceleration on FPGA.Hanning Chen, Ali Zakeri, Fei Wen, Hamza Errahmouni Barkam, Mohsen Imani
2023ICCADInvited Paper: Hyperdimensional Computing for Resilient Edge Learning.Hamza Errahmouni Barkam, SungHeon Evan Jeong, Sanggeon Yun, Calvin Yeung, Zhuowen Zou, Xun Jiao, Narayan Srinivasa, Mohsen Imani
2023ICCADReliable Hyperdimensional Reasoning on Unreliable Emerging Technologies.Hamza Errahmouni Barkam, Sanggeon Yun, Hanning Chen, Paul Gensler, Albi Mema, Andrew Ding, George Michelogiannakis, Hussam Amrouch, Mohsen Imani
2022SIGCSETesting Machine Learning Models to Identify Computer Science Students at High-risk of Probation.Hamza Errahmouni Barkam, Max Wang, Barbara Martinez Neda, Sergio Gago Masagu