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Hanning Chen

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HEAL: Brain-inspired Hyperdimensional Efficient Active Learning

Feb 17, 2024
Yang Ni, Zhuowen Zou, Wenjun Huang, Hanning Chen, William Youngwoo Chung, Samuel Cho, Ranganath Krishnan, Pietro Mercati, Mohsen Imani

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A Plug-in Tiny AI Module for Intelligent and Selective Sensor Data Transmission

Feb 03, 2024
Wenjun Huang, Arghavan Rezvani, Hanning Chen, Yang Ni, Sanggeon Yun, Sungheon Jeong, Mohsen Imani

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Towards Efficient Hyperdimensional Computing Using Photonics

Nov 29, 2023
Farbin Fayza, Cansu Demirkiran, Hanning Chen, Che-Kai Liu, Avi Mohan, Hamza Errahmouni, Sanggeon Yun, Mohsen Imani, David Zhang, Darius Bunandar, Ajay Joshi

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Ethosight: A Reasoning-Guided Iterative Learning System for Nuanced Perception based on Joint-Embedding & Contextual Label Affinity

Jul 21, 2023
Hugo Latapie, Kristinn R. Thorisson, Shan Yu, Vahagn Petrosyan, Patrick Hammer, Pei Wang, Brandon Kynoch, Hanning Chen, Tangrui Li

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Late Breaking Results: Scalable and Efficient Hyperdimensional Computing for Network Intrusion Detection

Apr 11, 2023
Junyao Wang, Hanning Chen, Mariam Issa, Sitao Huang, Mohsen Imani

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