In-Memory Acceleration of Hyperdimensional Genome Matching on Unreliable Emerging Technologies
Barkam, Hamza E., Yun, Sanggeon, Genssler, Paul R., Liu, Che-Kai, Zou, Zhuowen, Amrouch, Hussam, Imani, Mohsen
Published in IEEE transactions on circuits and systems. I, Regular papers (01.04.2024)
Published in IEEE transactions on circuits and systems. I, Regular papers (01.04.2024)
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Journal Article
Reliable Hyperdimensional Reasoning on Unreliable Emerging Technologies
Barkam, Hamza Errahmouni, Yun, Sanggeon, Chen, Hanning, Gensler, Paul, Mema, Albi, Ding, Andrew, Michelogiannakis, George, Amrouch, Hussam, Imani, Mohsen
Published in 2023 IEEE/ACM International Conference on Computer Aided Design (ICCAD) (28.10.2023)
Published in 2023 IEEE/ACM International Conference on Computer Aided Design (ICCAD) (28.10.2023)
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Conference Proceeding
SEE-MCAM: Scalable Multi-Bit FeFET Content Addressable Memories for Energy Efficient Associative Search
Shou, Shengxi, Liu, Che-Kai, Yun, Sanggeon, Wan, Zishen, Ni, Kai, Imani, Mohsen, Hu, X. Sharon, Yang, Jianyi, Zhuo, Cheng, Yin, Xunzhao
Published in 2023 IEEE/ACM International Conference on Computer Aided Design (ICCAD) (28.10.2023)
Published in 2023 IEEE/ACM International Conference on Computer Aided Design (ICCAD) (28.10.2023)
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Conference Proceeding
Hyperdimensional Computing for Robust and Efficient Unsupervised Learning
Yun, Sanggeon, Barkam, Hamza Errahmouni, Genssler, Paul R., Latapie, Hugo, Amrouch, Hussam, Imani, Mohsen
Published in 2023 57th Asilomar Conference on Signals, Systems, and Computers (29.10.2023)
Published in 2023 57th Asilomar Conference on Signals, Systems, and Computers (29.10.2023)
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Conference Proceeding
Invited Paper: Hyperdimensional Computing for Resilient Edge Learning
Barkam, Hamza Errahmouni, Jeon, SungHeon Eavn, Yun, Sanggeon, Yeung, Calvin, Zou, Zhuowen, Jiao, Xun, Srinivasa, Narayan, Imani, Mohsen
Published in 2023 IEEE/ACM International Conference on Computer Aided Design (ICCAD) (28.10.2023)
Published in 2023 IEEE/ACM International Conference on Computer Aided Design (ICCAD) (28.10.2023)
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Conference Proceeding
HDGIM: Hyperdimensional Genome Sequence Matching on Unreliable highly scaled FeFET
Barkam, Hamza Errahmouni, Yun, Sanggeon, Genssler, Paul R., Zou, Zhuowen, Liu, Che-Kai, Amrouch, Hussam, Imani, Mohsen
Published in 2023 Design, Automation & Test in Europe Conference & Exhibition (DATE) (01.04.2023)
Published in 2023 Design, Automation & Test in Europe Conference & Exhibition (DATE) (01.04.2023)
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Conference Proceeding
A Plug-in Tiny AI Module for Intelligent and Selective Sensor Data Transmission
Huang, Wenjun, Rezvani, Arghavan, Hanning Chen, Ni, Yang, Sanggeon Yun, Jeong, Sungheon, Imani, Mohsen
Published in arXiv.org (03.02.2024)
Published in arXiv.org (03.02.2024)
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Paper
Journal Article
HyperSense: Hyperdimensional Intelligent Sensing for Energy-Efficient Sparse Data Processing
Sanggeon Yun, Hanning Chen, Masukawa, Ryozo, Hamza Errahmouni Barkam, Ding, Andrew, Huang, Wenjun, Rezvani, Arghavan, Angizi, Shaahin, Imani, Mohsen
Published in arXiv.org (06.06.2024)
Published in arXiv.org (06.06.2024)
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Paper
Journal Article
TaskCLIP: Extend Large Vision-Language Model for Task Oriented Object Detection
Hanning Chen, Huang, Wenjun, Ni, Yang, Sanggeon Yun, Wen, Fei, Latapie, Hugo, Imani, Mohsen
Published in arXiv.org (12.03.2024)
Published in arXiv.org (12.03.2024)
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Paper
Journal Article
HDReason: Algorithm-Hardware Codesign for Hyperdimensional Knowledge Graph Reasoning
Hanning Chen, Ni, Yang, Zakeri, Ali, Zou, Zhuowen, Sanggeon Yun, Wen, Fei, Khaleghi, Behnam, Narayan Srinivasa, Latapie, Hugo, Imani, Mohsen
Published in arXiv.org (09.03.2024)
Published in arXiv.org (09.03.2024)
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Paper
Journal Article
Intelligent Sensing Framework: Near-Sensor Machine Learning for Efficient Data Transmission
Huang, Wenjun, Rezvani, Arghavan, Chen, Hanning, Ni, Yang, Yun, Sanggeon, Jeong, Sungheon, Zhang, Guangyi, Imani, Mohsen
Published in IEEE sensors journal (15.08.2024)
Published in IEEE sensors journal (15.08.2024)
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Journal Article
HyperSense: Hyperdimensional Intelligent Sensing for Energy‐Efficient Sparse Data Processing
Yun, Sanggeon, Chen, Hanning, Masukawa, Ryozo, Errahmouni Barkam, Hamza, Ding, Andrew, Huang, Wenjun, Rezvani, Arghavan, Angizi, Shaahin, Imani, Mohsen
Published in Advanced intelligent systems (20.06.2024)
Published in Advanced intelligent systems (20.06.2024)
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Journal Article
EcoSense: Energy-Efficient Intelligent Sensing for In-Shore Ship Detection through Edge-Cloud Collaboration
Huang, Wenjun, Chen, Hanning, Ni, Yang, Rezvani, Arghavan, Yun, Sanggeon, Jeon, Sungheon, Pedley, Eric, Imani, Mohsen
Year of Publication 20.03.2024
Year of Publication 20.03.2024
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Journal Article
Towards Efficient Hyperdimensional Computing Using Photonics
Fayza, Farbin, Demirkiran, Cansu, Chen, Hanning, Liu, Che-Kai, Mohan, Avi, Errahmouni, Hamza, Yun, Sanggeon, Imani, Mohsen, Zhang, David, Bunandar, Darius, Joshi, Ajay
Year of Publication 29.11.2023
Year of Publication 29.11.2023
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Journal Article
SEE-MCAM: Scalable Multi-bit FeFET Content Addressable Memories for Energy Efficient Associative Search
Shou, Shengxi, Liu, Che-Kai, Yun, Sanggeon, Wan, Zishen, Ni, Kai, Imani, Mohsen, Hu, X. Sharon, Yang, Jianyi, Zhuo, Cheng, Yin, Xunzhao
Year of Publication 07.10.2023
Year of Publication 07.10.2023
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Journal Article