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2025

Exploiting Boosting in Hyperdimensional Computing for Enhanced Reliability in HealthcareSungHeon Jeong 0001, Hamza Errahmouni Barkam, Sanggeon Yun, Yeseong Kim, Shaahin Angizi, Mohsen Imani. date 2025: 1-7 [doi]

Late Breaking Results: Hyperdimensional Regression with Fine-Grained and Scalable Confidence-Based LearningJiseung Kim 0005, Hyunsei Lee, Tajana Rosing, Mohsen Imani, Yeseong Kim. date 2025: 1-2 [doi]

A Scalable 2T-1FeFET-Based Content Addressable Memory Design for Energy Efficient Data SearchJiahao Cai, Hamza Errahmouni Barkam, Mohsen Imani, Kai Ni 0004, Grace Li Zhang, Bing Li 0005, Ulf Schlichtmann, Cheng Zhuo, Xunzhao Yin. tcad, 44(5):1760-1773, May 2025. [doi]

Vision language model for interpretable and fine-grained detection of safety compliance in diverse workplacesZhiling Chen, Hanning Chen, Mohsen Imani, Ruimin Chen, Farhad Imani. eswa, 265:125769, 2025. [doi]

VLTP: Vision-Language Guided Token Pruning for Task-Oriented SegmentationHanning Chen, Yang Ni 0001, Wenjun Huang, Yezi Liu, SungHeon Jeong 0001, Fei Wen, Nathaniel D. Bastian, Hugo Latapie, Mohsen Imani. wacv 2025: 9353-9363 [doi]

Recoverable Anonymization for Pose Estimation: A Privacy-Enhancing ApproachWenjun Huang, Yang Ni 0001, Arghavan Rezvani, SungHeon Jeong 0001, Hanning Chen, Yezi Liu, Fei Wen, Mohsen Imani. wacv 2025: 5239-5249 [doi]

CyberRL: Brain-Inspired Reinforcement Learning for Efficient Network Intrusion DetectionMariam Issa, Hanning Chen, Junyao Wang 0001, Mohsen Imani. tcad, 44(1):241-250, January 2025. [doi]

White Admitted by Stanford, Black Got Rejections: Exploring Racial Stereotypes in Text-to-Image Generation from a College Admissions LensYezi Liu, Wenjun Huang 0001, Yang Ni 0001, Hanning Chen, Mohsen Imani. WWW 2025: 1138-1142 [doi]

PV-VTT: A Privacy-Centric Dataset for Mission-Specific Anomaly Detection and Natural Language InterpretationRyozo Masukwa, Sanggeon Yun, Yoshiki Yamaguchi, Mohsen Imani. wacv 2025: 6415-6424 [doi]

Privacy-Preserving Federated Learning with Differentially Private Hyperdimensional ComputingFardin Jalil Piran, Zhiling Chen, Mohsen Imani, Farhad Imani. cee, 123:110261, 2025. [doi]

Explainable Differential Privacy-Hyperdimensional Computing for Balancing Privacy and Transparency in Additive Manufacturing MonitoringFardin Jalil Piran, Prathyush Poduval, Hamza Errahmouni Barkam, Mohsen Imani, Farhad Imani. eaai, 147:110282, 2025. [doi]

Tri-HD: Energy-Efficient On-Chip Learning With In-Memory Hyperdimensional ComputingWeihong Xu, Saransh Gupta, Justin Morris, Xincheng Shen, Mohsen Imani, Baris Aksanli, Tajana Rosing. tcad, 44(2):525-539, February 2025. [doi]

A Homogeneous FeFET-Based Time-Domain Compute-in-Memory Fabric for Matrix-Vector Multiplication and Associative SearchXunzhao Yin, Qingrong Huang, Hamza Errahmouni Barkam, Franz Müller 0001, Shan Deng, Alptekin Vardar, Sourav De 0002, Zhouhang Jiang, Mohsen Imani, Ulf Schlichtmann, Xiaobo Sharon Hu, Cheng Zhuo, Thomas Kämpfe, Kai Ni 0004. tcad, 44(5):1856-1868, May 2025. [doi]

Continuous GNN-Based Anomaly Detection on Edge Using Efficient Adaptive Knowledge Graph LearningSanggeon Yun, Ryozo Masukawa, William Youngwoo Chung, Minhyoung Na, Nathaniel D. Bastian, Mohsen Imani. date 2025: 1-7 [doi]

Missiongnn: Hierarchical Multimodal GNN-Based Weakly Supervised Video Anomaly Recognition with Mission-Specific Knowledge Graph GenerationSanggeon Yun, Ryozo Masukawa, Minhyoung Na, Mohsen Imani. wacv 2025: 4736-4745 [doi]

Hyperdimensional Intelligent Sensing for Efficient Real-Time Audio Processing on Extreme EdgeSanggeon Yun, Ryozo Masukawa, Hanning Chen, Sungheon Jeong, Wenjun Huang, Arghavan Rezvani, Minhyoung Na, Yoshiki Yamaguchi, Mohsen Imani. access, 13:43947-43955, 2025. [doi]

Hyperdimensional Representation for Adaptive Information Association and MemorizationZhuowen Zou, Prathyush Poduval, Narayan Srinivasa, Mohsen Imani. wacv 2025: 5666-5675 [doi]

DynHD: Hyperdimensional Computing Approach for Efficient Radar Spectrum ClassificationZhuowen Zou, Yang Ni 0001, SungHeon Jeong 0001, Satish Ravindran, Binbin Shi, Phil Chen, Mohsen Imani. esl, 17(2):95-98, April 2025. [doi]

2024

Hyperdimensional Brain-Inspired Learning for Phoneme Recognition With Large-Scale Inferior Colliculus Neural ActivitiesYang Ni 0001, Ye Yang, Hanning Chen, Xianhui Wang, Nicholas Lesica, Fan-Gang Zeng, Mohsen Imani. tbe, 71(11):3098-3110, November 2024. [doi]

Advancing Hyperdimensional Computing Based on Trainable Encoding and Adaptive Training for Efficient and Accurate LearningJiseung Kim 0005, Hyunsei Lee, Mohsen Imani, Yeseong Kim. todaes, 29(5):1-25, 2024. [doi]

Bayesian-Informed Hyperdimensional Learning for Intelligent and Efficient Data ProcessingHamza Errahmouni Barkam, Tamoghno Das, Prathyush Poduval, Sungjeon Jeong, Calvin Yeung 0002, Mostafa A. Solitan, Mohsen Imani. iccad 2024: [doi]

In-Memory Acceleration of Hyperdimensional Genome Matching on Unreliable Emerging TechnologiesHamza Errahmouni Barkam, Sanggeon Yun, Paul R. Genssler, Che-Kai Liu, Zhuowen Zou, Hussam Amrouch, Mohsen Imani. tcasI, 71(4):1794-1807, April 2024. [doi]

High-Performance Reconfigurable Accelerator for Knowledge Graph ReasoningHanning Chen, Ali Zakeri, Yang Ni, Fei Wen, Behnam Khaleghi, Hugo Latapie, Mohsen Imani. fccm 2024: 219 [doi]

Scalable and Interpretable Brain-Inspired Hyper-Dimensional Computing Intelligence with Hardware-Software Co-DesignHanning Chen, Yang Ni 0001, Wenjun Huang, Mohsen Imani. cicc 2024: 1-8 [doi]

Efficient event-based robotic grasping perception using hyperdimensional computingEman Hassan, Zhuowen Zou, Hanning Chen, Mohsen Imani, Yahya H. Zweiri, Hani H. Saleh, Baker Mohammad. iot, 26:101207, 2024. [doi]

Hyperdimensional computing with holographic and adaptive encoderAlejandro Hernández-Cano, Yang Ni 0001, Zhuowen Zou, Ali Zakeri, Mohsen Imani. frai, 7, 2024. [doi]

A FeFET-based Time-Domain Associative Memory for Multi-bit Similarity ComputationQingrong 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. date 2024: 1-6 [doi]

Brain-Inspired Hyperdimensional Computing in the Wild: Lightweight Symbolic Learning for Sensorimotor Controls of Wheeled RobotsHyukjun Kwon, Kangwon Kim, Junyoung Lee, Hyunsei Lee, Jiseung Kim 0005, Jinhyung Kim, Taehyung Kim, Yongnyeon Kim, Yang Ni, Mohsen Imani, Ilhong Suh, Yeseong Kim. icra 2024: 5176-5182 [doi]

Towards Forward-Only Learning for Hyperdimensional ComputingHyunsei Lee, Hyukjun Kwon, Jiseung Kim 0005, Seohyun Kim, Mohsen Imani, Yeseong Kim. date 2024: 1-2 [doi]

Efficient Forward-Only Training for Brain-Inspired Hyperdimensional ComputingHyunsei Lee, Jiseung Kim 0005, Seohyun Kim, Hyukjun Kwon, Mohsen Imani, Ilhong Suh, Yeseong Kim. iccd 2024: 707-714 [doi]

Promoting fairness in link prediction with graph enhancementYezi Liu, Hanning Chen, Mohsen Imani. fdata, 7, 2024. [doi]

Energy-Efficient Near-Sensor Event Detector Based on Multilevel Ga2O3 RRAMMehrdad Morsali, Sepehr Tabrizchi, Ravi Teja Velpula, Mano Bala Sankar Muthu, Hieu Pham Trung Nguyen, Mohsen Imani, Arman Roohi, Shaahin Angizi. isvlsi 2024: 331-336 [doi]

Lightator: An Optical Near-Sensor Accelerator with Compressive Acquisition Enabling Versatile Image ProcessingMehrdad Morsali, Brendan Reidy, Deniz Najafi, Sepehr Tabrizchi, Mohsen Imani, Mahdi Nikdast, Arman Roohi, Ramtin Zand, Shaahin Angizi. dac 2024: [doi]

OISA: Architecting an Optical In-Sensor Accelerator for Efficient Visual ComputingMehrdad Morsali, Sepehr Tabrizchi, Deniz Najafi, Mohsen Imani, Mahdi Nikdast, Arman Roohi, Shaahin Angizi. date 2024: 1-6 [doi]

Efficient Exploration in Edge-Friendly Hyperdimensional Reinforcement LearningYang Ni, William Youngwoo Chung, Samuel Cho, Zhuowen Zou, Mohsen Imani. glvlsi 2024: 111-118 [doi]

Dynamic MAC Protocol for Wireless Spectrum Sharing via Hyperdimensional Self-LearningYang Ni, Danny Abraham, Mariam Issa, Alejandro Hernández-Cano, Mahdi Imani, Pietro Mercati, Mohsen Imani. access, 12:138519-138534, 2024. [doi]

TAP-CAM: A Tunable Approximate Matching Engine based on Ferroelectric Content Addressable MemoryChenyu Ni, Sijie Chen, Che-Kai Liu, Liu Liu, Mohsen Imani, Thomas Kämpfe, Kai Ni 0004, Michael T. Niemier, Xiaobo Sharon Hu, Cheng Zhuo, Xunzhao Yin. iccad 2024: [doi]

HDQMF: Holographic Feature Decomposition using Quantum AlgorithmsPrathyush Poduval, Zhuowen Zou, Mohsen Imani. cvpr 2024: 10978-10987 [doi]

NetHD: Neurally Inspired Integration of Communication and Learning in HyperspacePrathyush Poduval, Yang Ni, Zhuowen Zou, Kai Ni 0004, Mohsen Imani. aisy, 6(7), July 2024. [doi]

HDRLPIM: A Simulator for Hyper-Dimensional Reinforcement Learning Based on Processing In-MemoryMariam Rakka, Walaa Amer, Hanning Chen, Mohsen Imani, Fadi J. Kurdahi. jetc, 20(4), October 2024. [doi]

Self-trainable and adaptive sensor intelligence for selective data generationArghavan Rezvani, Wenjun Huang, Hanning Chen, Yang Ni, Mohsen Imani. frai, 7, 2024. [doi]

FeReX: A Reconfigurable Design of Multi-Bit Ferroelectric Compute-in-Memory for Nearest Neighbor SearchZhicheng Xu, Che-Kai Liu, Chao Li, Ruibin Mao, Jianyi Yang, Thomas Kämpfe, Mohsen Imani, Can Li, Cheng Zhuo, Xunzhao Yin. date 2024: 1-6 [doi]

HyperSense: Hyperdimensional Intelligent Sensing for Energy-Efficient Sparse Data ProcessingSanggeon Yun, Hanning Chen, Ryozo Masukawa, Hamza Errahmouni Barkam, Andrew Ding, Wenjun Huang, Arghavan Rezvani, Shaahin Angizi, Mohsen Imani. aisy, 6(12), December 2024. [doi]

Conjunctive block coding for hyperdimensional graph representationAli Zakeri, Zhuowen Zou, Hanning Chen, Hugo Latapie, Mohsen Imani. iswa, 22:200353, 2024. [doi]

2023

BP-NTT: Fast and Compact in-SRAM Number Theoretic Transform with Bit-Parallel Modular MultiplicationJingyao Zhang 0002, Mohsen Imani, Elaheh Sadredini. dac 2023: 1-6 [doi]

Efficient Hyperdimensional Learning with Trainable, Quantizable, and Holistic Data RepresentationJiseung Kim 0005, Hyunsei Lee, Mohsen Imani, Yeseong Kim. date 2023: 1-6 [doi]

Stochastic Computing for Reliable Memristive In-Memory ComputationMohsen Riahi Alam, M. Hassan Najafi, Nima Taherinejad, Mohsen Imani, Lu Peng. glvlsi 2023: 397-401 [doi]

Beyond von Neumann Era: Brain-Inspired Hyperdimensional Computing to the RescueHussam Amrouch, Paul R. Genssler, Mohsen Imani, Mariam Issa, Xun Jiao, Wegdan Mohammad, Gloria Sepanta, Ruixuan Wang. aspdac 2023: 553-560 [doi]

Bit-Stream Processing with No Bit-Stream: Efficient Software Simulation of Stochastic Vision MachinesSercan Aygun, M. Hassan Najafi, Mohsen Imani, Ece Olcay Günes. glvlsi 2023: 273-279 [doi]

A Linear-Time, Optimization-Free, and Edge Device-Compatible Hypervector EncodingSercan Aygun, M. Hassan Najafi, Mohsen Imani. date 2023: 1-2 [doi]

Reconvergent Path-aware Simulation of Bit-stream ProcessingSercan Aygun, M. Hassan Najafi, Mohsen Imani, Ece Olcay Günes. glvlsi 2023: 225-226 [doi]

Agile Simulation of Stochastic Computing Image Processing With Contingency TablesSercan Aygun, M. Hassan Najafi, Mohsen Imani, Ece Olcay Günes. tcad, 42(10):3474-3478, October 2023. [doi]

Comprehensive Analysis of Hyperdimensional Computing Against Gradient Based AttacksHamza Errahmouni Barkam, SungHeon Eavn Jeon, Calvin Yeung, Zhuowen Zou, Xun Jiao, Mohsen Imani. date 2023: 1-2 [doi]

Invited Paper: Hyperdimensional Computing for Resilient Edge LearningHamza Errahmouni Barkam, SungHeon Eavn Jeon, Sanggeon Yun, Calvin Yeung, Zhuowen Zou, Xun Jiao, Narayan Srinivasa, Mohsen Imani. iccad 2023: 1-8 [doi]

Reliable Hyperdimensional Reasoning on Unreliable Emerging TechnologiesHamza Errahmouni Barkam, Sanggeon Yun, Hanning Chen, Paul Gensler, Albi Mema, Andrew Ding, George Michelogiannakis, Hussam Amrouch, Mohsen Imani. iccad 2023: 1-9 [doi]

HDGIM: Hyperdimensional Genome Sequence Matching on Unreliable highly scaled FeFETHamza Errahmouni Barkam, Sanggeon Yun, Paul R. Genssler, Zhuowen Zou, Che-Kai Liu, Hussam Amrouch, Mohsen Imani. date 2023: 1-6 [doi]

Hardware-Optimized Hyperdimensional Computing for Real-Time LearningHanning Chen, Hamza Errahmouni Barkam, Mohsen Imani. mwscas 2023: 811-815 [doi]

HyperGRAF: Hyperdimensional Graph-Based Reasoning Acceleration on FPGAHanning Chen, Ali Zakeri, Fei Wen, Hamza Errahmouni Barkam, Mohsen Imani. fpl 2023: 34-41 [doi]

Sparsity Controllable Hyperdimensional Computing for Genome Sequence Matching AccelerationHanning Chen, Yeseong Kim, Elaheh Sadredini, Saransh Gupta, Hugo Latapie, Mohsen Imani. vlsi 2023: 1-6 [doi]

Modeling and Predicting Transistor Aging Under Workload Dependency Using Machine LearningPaul R. Genssler, Hamza Errahmouni Barkam, Karthik Pandaram, Mohsen Imani, Hussam Amrouch. tcasI, 70(9):3699-3711, September 2023. [doi]

FeFET-Based In-Memory Hyperdimensional Encoding DesignQingrong Huang, Zeyu Yang, Kai Ni 0004, Mohsen Imani, Cheng Zhuo, Xunzhao Yin. tcad, 42(11):3829-3839, November 2023. [doi]

Lightning Talk: Bridging Neuro-Dynamics and CognitionMohsen Imani. dac 2023: 1-2 [doi]

Hierarchical, Distributed and Brain-Inspired Learning for Internet of Things SystemsMohsen Imani, Yeseong Kim, Behnam Khaleghi, Justin Morris, Haleh Alimohamadi, Farhad Imani, Hugo Latapie. icdcs 2023: 511-522 [doi]

Memory-Based Computing for Energy-Efficient AI: Grand ChallengesForoozan Karimzadeh, Mohsen Imani, Bahar Asgari, Ningyuan Cao, Yingyan Lin, Yan Fang. vlsi 2023: 1-8 [doi]

Comprehensive Integration of Hyperdimensional Computing with Deep Learning towards Neuro-Symbolic AIHyunsei Lee, Jiseung Kim 0005, Hanning Chen, Ariela Zeira, Narayan Srinivasa, Mohsen Imani, Yeseong Kim. dac 2023: 1-6 [doi]

Deep Mapper: A Multi-Channel Single-Cycle Near-Sensor DNN AcceleratorMehrdad Morsali, Sepehr Tabrizchi, Maximilian Liehr, Nathaniel C. Cady, Mohsen Imani, Arman Roohi, Shaahin Angizi. icrc 2023: 1-5 [doi]

Brain-Inspired Trustworthy Hyperdimensional Computing with Efficient Uncertainty QuantificationYang Ni, Hanning Chen, Prathyush Poduval, Zhuowen Zou, Pietro Mercati, Mohsen Imani. iccad 2023: 1-9 [doi]

Algorithm-Hardware Co-Design for Efficient Brain-Inspired Hyperdimensional Learning on Edge (Extended Abstract)Yang Ni, Yeseong Kim, Tajana Rosing, Mohsen Imani. IJCAI 2023: 6474-6479 [doi]

Efficient Off-Policy Reinforcement Learning via Brain-Inspired ComputingYang Ni, Danny Abraham, Mariam Issa, Yeseong Kim, Pietro Mercati, Mohsen Imani. glvlsi 2023: 449-453 [doi]

SEE-MCAM: Scalable Multi-Bit FeFET Content Addressable Memories for Energy Efficient Associative SearchShengxi Shou, Che-Kai Liu, Sanggeon Yun, Zishen Wan, Kai Ni 0004, Mohsen Imani, X. Sharon Hu, Jianyi Yang, Cheng Zhuo, Xunzhao Yin. iccad 2023: 1-9 [doi]

DistHD: A Learner-Aware Dynamic Encoding Method for Hyperdimensional ClassificationJunyao Wang, Sitao Huang, Mohsen Imani. dac 2023: 1-6 [doi]

Late Breaking Results: Scalable and Efficient Hyperdimensional Computing for Network Intrusion DetectionJunyao Wang, Hanning Chen, Mariam Issa, Sitao Huang, Mohsen Imani. dac 2023: 1-2 [doi]

Ferroelectric Ternary Content Addressable Memories for Energy-Efficient Associative SearchXunzhao Yin, Yu Qian, Mohsen Imani, Kai Ni 0004, Chao Li 0062, Grace Li Zhang, Bing Li 0005, Ulf Schlichtmann, Cheng Zhuo. tcad, 42(4):1099-1112, April 2023. [doi]

Hyperdimensional Computing for Robust and Efficient Unsupervised LearningSanggeon Yun, Hamza Errahmouni Barkam, Paul R. Genssler, Hugo Latapie, Hussam Amrouch, Mohsen Imani. acssc 2023: 281-288 [doi]

Design of Ultracompact Content Addressable Memory Exploiting 1T-1MTJ CellCheng Zhuo, Zeyu Yang, Kai Ni 0004, Mohsen Imani, Yuxuan Luo, Shaodi Wang, Deming Zhang, Xunzhao Yin. tcad, 42(5):1450-1462, May 2023. [doi]

2022

Stochastic Computing in Beyond Von-Neumann Era: Processing Bit-Streams in Memristive MemoryMohsen Riahi Alam, M. Hassan Najafi, Nima Taherinejad, Mohsen Imani, Raju Gottumukkala. tcasII, 69(5):2423-2427, 2022. [doi]

Brain-Inspired Hyperdimensional Computing for Ultra-Efficient Edge AIHussam Amrouch, Mohsen Imani, Xun Jiao, Yiannis Aloimonos, Cornelia Fermüller, Dehao Yuan, Dongning Ma, Hamza E. Barkam, Paul R. Genssler, Peter Sutor Jr.. codesisss 2022: 25-34 [doi]

Energy efficient data search design and optimization based on a compact ferroelectric FET content addressable memoryJiahao Cai, Mohsen Imani, Kai Ni 0004, Grace Li Zhang, Bing Li 0005, Ulf Schlichtmann, Cheng Zhuo, Xunzhao Yin. dac 2022: 751-756 [doi]

DARL: Distributed Reconfigurable Accelerator for Hyperdimensional Reinforcement LearningHanning Chen, Mariam Issa, Yang Ni, Mohsen Imani. iccad 2022: [doi]

Full Stack Parallel Online Hyperdimensional Regression on FPGAHanning Chen, M. Hassan Najafi, Elaheh Sadredini, Mohsen Imani. iccd 2022: 517-524 [doi]

Density-Aware Parallel Hyperdimensional Genome Sequence MatchingHanning Chen, Mohsen Imani. fccm 2022: 1-4 [doi]

PAM: A Piecewise-Linearly-Approximated Floating-Point Multiplier With Unbiasedness and ConfigurabilityChuangtao Chen, Weikang Qian, Mohsen Imani, Xunzhao Yin, Cheng Zhuo. TC, 71(10):2473-2486, 2022. [doi]

Store-n-Learn: Classification and Clustering with Hyperdimensional Computing across Flash HierarchySaransh Gupta, Behnam Khaleghi, Sahand Salamat, Justin Morris, Ranganathan Ramkumar, Jeffrey Yu, Aniket Tiwari, Jaeyoung Kang 0001, Mohsen Imani, Baris Aksanli, Tajana Simunic Rosing. tecs, 21(3), 2022. [doi]

Computing-In-Memory Using Ferroelectrics: From Single- to Multi-Input LogicQingrong Huang, Dayane Reis, Chao Li, Di Gao, Michael T. Niemier, Xiaobo Sharon Hu, Mohsen Imani, Xunzhao Yin, Cheng Zhuo. dt, 39(2):56-64, 2022. [doi]

Optimal Bayesian Biomarker Selection for Gene Regulatory Networks under Regulatory Model UncertaintyMahdi Imani, Mohsen Imani, Seyede Fatemeh Ghoreishi. amcc 2022: 1379-1385 [doi]

Bayesian Optimization for Expensive Smooth-Varying FunctionsMahdi Imani, Mohsen Imani, Seyede Fatemeh Ghoreishi. expert, 37(4):44-55, 2022. [doi]

Neural computation for robust and holographic face detectionMohsen Imani, Ali Zakeri, Hanning Chen, Taehyun Kim, Prathyush Poduval, Hyunsei Lee, Yeseong Kim, Elaheh Sadredini, Farhad Imani. dac 2022: 31-36 [doi]

Hyperdimensional Hybrid Learning on End-Edge-Cloud NetworksMariam Issa, Sina Shahhosseini, Yang Ni, Tianyi Hu, Danny Abraham, Amir M. Rahmani, Nikil D. Dutt, Mohsen Imani. iccd 2022: 652-655 [doi]

A fast and low-cost comparison-free sorting engine with unary computing: late breaking resultsAmir Hossein Jalilvand, Seyedeh Newsha Estiri, Samaneh Naderi, M. Hassan Najafi, Mohsen Imani. dac 2022: 1390-1391 [doi]

COSIME: FeFET Based Associative Memory for In-Memory Cosine Similarity SearchChe-Kai Liu, Haobang Chen, Mohsen Imani, Kai Ni 0004, Arman Kazemi, Ann Franchesca Laguna, Michael T. Niemier, Xiaobo Sharon Hu, Liang Zhao, Cheng Zhuo, Xunzhao Yin. iccad 2022: [doi]

Locality-Based Encoder and Model Quantization for Efficient Hyper-Dimensional ComputingJustin Morris, Roshan Fernando, Yilun Hao, Mohsen Imani, Baris Aksanli, Tajana Rosing. tcad, 41(4):897-907, 2022. [doi]

HDPG: hyperdimensional policy-based reinforcement learning for continuous controlYang Ni, Mariam Issa, Danny Abraham, Mahdi Imani, Xunzhao Yin, Mohsen Imani. dac 2022: 1141-1146 [doi]

Neurally-Inspired Hyperdimensional Classification for Efficient and Robust Biosignal ProcessingYang Ni, Nicholas A. Lesica, Fan-Gang Zeng, Mohsen Imani. iccad 2022: 34 [doi]

Online Performance and Power Prediction for Edge TPU via Comprehensive CharacterizationYang Ni, Yeseong Kim, Tajana Rosing, Mohsen Imani. date 2022: 612-615 [doi]

Algorithm-Hardware Co-Design for Efficient Brain-Inspired Hyperdimensional Learning on EdgeYang Ni, Yeseong Kim, Tajana Rosing, Mohsen Imani. date 2022: 292-297 [doi]

QuiltNet: efficient deep learning inference on multi-chip accelerators using model partitioningJongho Park, Hyukjun Kwon, Seowoo Kim, Junyoung Lee, Minho Ha, Euicheol Lim, Mohsen Imani, Yeseong Kim. dac 2022: 1159-1164 [doi]

Adaptive neural recovery for highly robust brain-like representationPrathyush Poduval, Yang Ni, Yeseong Kim, Kai Ni 0004, Raghavan Kumar, Rosario Cammarota, Mohsen Imani. dac 2022: 367-372 [doi]

Flexible and Personalized Learning for Wearable Health Applications using HyperDimensional ComputingSina Shahhosseini, Yang Ni, Emad Kasaeyan Naeini, Mohsen Imani, Amir M. Rahmani, Nikil D. Dutt. glvlsi 2022: 357-360 [doi]

ScaleHD: Robust Brain-Inspired Hyperdimensional Computing via Adapative ScalingSizhe Zhang, Mohsen Imani, Xun Jiao. iccad 2022: 31 [doi]

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