Hamza Errahmouni Barkam

33 papers A* 1A 7B 1Misc 2Journal 18Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Optimal hyperdimensional representation for learning and cognitive computation. Frontiers Artif. Intell. Prathyush Poduval, Hamza Errahmouni Barkam, Xiangjian Liu, Sanggeon Yun, Yang Ni, Zhuowen Zou, Nathaniel D. Bastian, Mohsen Imani
2026	J	`jnl`	Opto-Aligner: Optical Near-Sensor Architecture for Accelerating DNA Pre-Alignment Filtering. IEEE J. Emerg. Sel. Topics Circuits Syst. Deniz Najafi, Hamza Errahmouni Barkam, Zahra Ghanaatian, Mehrdad Morsali, Hanning Chen, Tamoghno Das, Arman Roohi, Pietro Mercati, Mahdi Nikdast, Mohsen Imani, Shaahin Angizi
2025	J	`jnl`	A Homogeneous FeFET-Based Time-Domain Compute-in-Memory Fabric for Matrix-Vector Multiplication and Associative Search. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Xunzhao Yin, Qingrong Huang, Hamza Errahmouni Barkam, Franz Müller, Shan Deng, Alptekin Vardar, Sourav De, Zhouhang Jiang, Mohsen Imani, Ulf Schlichtmann, Xiaobo Sharon Hu, Cheng Zhuo, Thomas Kämpfe, Kai Ni
2025	J	`jnl`	A Scalable 2T-1FeFET-Based Content Addressable Memory Design for Energy Efficient Data Search. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Jiahao Cai, Hamza Errahmouni Barkam, Mohsen Imani, Kai Ni, Grace Li Zhang, Bing Li, Ulf Schlichtmann, Cheng Zhuo, Xunzhao Yin
2025	J	`jnl`	Explainable Differential Privacy-Hyperdimensional Computing for Balancing Privacy and Transparency in Additive Manufacturing Monitoring. Eng. Appl. Artif. Intell. Fardin Jalil Piran, Prathyush Poduval, Hamza Errahmouni Barkam, Mohsen Imani, Farhad Imani
2025	A	`conf`	Exploiting Boosting in Hyperdimensional Computing for Enhanced Reliability in Healthcare. DATE Sungheon Jeong, Hamza Errahmouni Barkam, Sanggeon Yun, Yeseong Kim, Shaahin Angizi, Mohsen Imani
2025	—	`conf`	From Pixels to Reasoning: A Cross-Layer Photonic Design for Edge Visual Intelligence. ISVLSI Deniz Najafi, Mehrdad Morsali, Hamza Errahmouni Barkam, Brendan Reidy, Sepehr Tabrizchi, Arman Roohi, Mahdi Nikdast, Ramtin Zand, Mohsen Imani, Shaahin Angizi
2025	J	`jnl`	Lipschitz-based robustness estimation for hyperdimensional learning. Frontiers Artif. Intell. Calvin Yeung, Hamza Errahmouni Barkam, Zhuowen Zou, Sanggeon Yun, Nathaniel D. Bastian, Mohsen Imani
2025	J	`jnl`	Neuro-Photonix: Enabling Near-Sensor Neuro-Symbolic AI Computing on Silicon Photonics Substrate. IEEE Trans. Circuits Syst. Artif. Intell. Deniz Najafi, Hamza Errahmouni Barkam, Mehrdad Morsali, Sungheon Jeong, Tamoghno Das, Arman Roohi, Mahdi Nikdast, Mohsen Imani, Shaahin Angizi
2025	—	`conf`	Robust Reasoning and Learning with Brain-Inspired Representations under Hardware-Induced Nonlinearities. ACM Great Lakes Symposium on VLSI William Youngwoo Chung, Hamza Errahmouni Barkam, Tamoghno Das, Mohsen Imani
2025	A*	`conf`	iTaskSense: Task-Oriented Object Detection in Resource-Constrained Environments. DAC Sungheon Jeong, Hamza Errahmouni Barkam, Hyunwoo Oh, Hanning Chen, Tamoghno Das, Zhen Ye, Mohsen Imani
2024	A	`conf`	A FeFET-based Time-Domain Associative Memory for Multi-bit Similarity Computation. DATE 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
2024	J	`jnl`	A Remedy to Compute-in-Memory with Dynamic Random Access Memory: 1FeFET-1C Technology for Neuro-Symbolic AI. CoRR Xunzhao Yin, Hamza Errahmouni Barkam, Franz Müller, Yu Jiang, Mohsen Imani, Sukhrob Abdulazhanov, Alptekin Vardar, Nellie Laleni, Zijian Zhao, Jiahui Duan, Zhiguo Shi, Siddharth Joshi, Michael T. Niemier, Xiaobo Sharon Hu, Cheng Zhuo, Thomas Kämpfe, Kai Ni
2024	A	`conf`	Bayesian-Informed Hyperdimensional Learning for Intelligent and Efficient Data Processing. ICCAD Hamza Errahmouni Barkam, Tamoghno Das, Prathyush Poduval, Sungheon Jeong, Calvin Yeung, Mostafa A. Solitan, Mohsen Imani
2024	J	`jnl`	Explainable Hyperdimensional Computing for Balancing Privacy and Transparency in Additive Manufacturing Monitoring. CoRR Fardin Jalil Piran, Prathyush Poduval, Hamza Errahmouni Barkam, Mohsen Imani, Farhad Imani
2024	J	`jnl`	Exploiting Boosting in Hyperdimensional Computing for Enhanced Reliability in Healthcare. CoRR Sungheon Jeong, Hamza Errahmouni Barkam, Sanggeon Yun, Yeseong Kim, Shaahin Angizi, Mohsen Imani
2024	J	`jnl`	HyperSense: Accelerating Hyper-Dimensional Computing for Intelligent Sensor Data Processing. CoRR Sanggeon Yun, Hanning Chen, Ryozo Masukawa, Hamza Errahmouni Barkam, Andrew Ding, Wenjun Huang, Arghavan Rezvani, Shaahin Angizi, Mohsen Imani
2024	J	`jnl`	HyperSense: Hyperdimensional Intelligent Sensing for Energy-Efficient Sparse Data Processing. Adv. Intell. Syst. Sanggeon Yun, Hanning Chen, Ryozo Masukawa, Hamza Errahmouni Barkam, Andrew Ding, Wenjun Huang, Arghavan Rezvani, Shaahin Angizi, Mohsen Imani
2024	J	`jnl`	In-Memory Acceleration of Hyperdimensional Genome Matching on Unreliable Emerging Technologies. IEEE Trans. Circuits Syst. I Regul. Pap. Hamza Errahmouni Barkam, Sanggeon Yun, Paul R. Genssler, Che-Kai Liu, Zhuowen Zou, Hussam Amrouch, Mohsen Imani
2024	J	`jnl`	Neuro-Photonix: Enabling Near-Sensor Neuro-Symbolic AI Computing on Silicon Photonics Substrate. CoRR Deniz Najafi, Hamza Errahmouni Barkam, Mehrdad Morsali, Sungheon Jeong, Tamoghno Das, Arman Roohi, Mahdi Nikdast, Mohsen Imani, Shaahin Angizi
2023	A	`conf`	Comprehensive Analysis of Hyperdimensional Computing Against Gradient Based Attacks. DATE Hamza Errahmouni Barkam, SungHeon Evan Jeong, Calvin Yeung, Zhuowen Zou, Xun Jiao, Mohsen Imani
2023	A	`conf`	HDGIM: Hyperdimensional Genome Sequence Matching on Unreliable highly scaled FeFET. DATE Hamza Errahmouni Barkam, Sanggeon Yun, Paul R. Genssler, Zhuowen Zou, Che-Kai Liu, Hussam Amrouch, Mohsen Imani
2023	—	`conf`	Hardware-Optimized Hyperdimensional Computing for Real-Time Learning. MWSCAS Hanning Chen, Hamza Errahmouni Barkam, Mohsen Imani
2023	B	`conf`	HyperGRAF: Hyperdimensional Graph-Based Reasoning Acceleration on FPGA. FPL Hanning Chen, Ali Zakeri, Fei Wen, Hamza Errahmouni Barkam, Mohsen Imani
2023	Misc	`conf`	Hyperdimensional Computing for Robust and Efficient Unsupervised Learning. ACSSC Sanggeon Yun, Hamza Errahmouni Barkam, Paul R. Genssler, Hugo Latapie, Hussam Amrouch, Mohsen Imani
2023	A	`conf`	Invited Paper: Hyperdimensional Computing for Resilient Edge Learning. ICCAD Hamza Errahmouni Barkam, SungHeon Evan Jeong, Sanggeon Yun, Calvin Yeung, Zhuowen Zou, Xun Jiao, Narayan Srinivasa, Mohsen Imani
2023	J	`jnl`	Modeling and Predicting Transistor Aging Under Workload Dependency Using Machine Learning. IEEE Trans. Circuits Syst. I Regul. Pap. Paul R. Genssler, Hamza Errahmouni Barkam, Karthik Pandaram, Mohsen Imani, Hussam Amrouch
2023	A	`conf`	Reliable Hyperdimensional Reasoning on Unreliable Emerging Technologies. ICCAD Hamza Errahmouni Barkam, Sanggeon Yun, Hanning Chen, Paul Gensler, Albi Mema, Andrew Ding, George Michelogiannakis, Hussam Amrouch, Mohsen Imani
2023	J	`jnl`	Revisiting Academic Probation in CS: At-Risk Indicators and Impact on Student Success. J. Comput. Sci. Coll. Barbara Martinez Neda, Max Wang, Hamza Errahmouni Barkam, Jennifer Wong-Ma, Sergio Gago Masagué
2023	J	`jnl`	Towards Efficient Hyperdimensional Computing Using Photonics. CoRR Farbin Fayza, Cansu Demirkiran, Hanning Chen, Che-Kai Liu, Avi Mohan, Hamza Errahmouni Barkam, Sanggeon Yun, Mohsen Imani, David Zhang, Darius Bunandar, Ajay Joshi
2022	Misc	`conf`	Brain-Inspired Hyperdimensional Computing for Ultra-Efficient Edge AI. CODES+ISSS Hussam Amrouch, Mohsen Imani, Xun Jiao, Yiannis Aloimonos, Cornelia Fermüller, Dehao Yuan, Dongning Ma, Hamza Errahmouni Barkam, Paul R. Genssler, Peter Sutor Jr.
2022	J	`jnl`	Modeling and Predicting Transistor Aging under Workload Dependency using Machine Learning. CoRR Paul R. Genssler, Hamza Errahmouni Barkam, Karthik Pandaram, Mohsen Imani, Hussam Amrouch
2022	—	`conf`	Testing Machine Learning Models to Identify Computer Science Students at High-risk of Probation. SIGCSE (2) Hamza Errahmouni Barkam, Max Wang, Barbara Martinez Neda, Sergio Gago Masagué