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Yang Ni
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Hdpg: Hyperdimensional policy-based reinforcement learning for continuous control
Y Ni, M Issa, D Abraham, M Imani, X Yin, M Imani
Proceedings of the 59th ACM/IEEE Design Automation Conference, 1141-1146, 2022
262022
Neurally-inspired hyperdimensional classification for efficient and robust biosignal processing
Y Ni, N Lesica, FG Zeng, M Imani
Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided …, 2022
222022
Darl: Distributed reconfigurable accelerator for hyperdimensional reinforcement learning
H Chen, M Issa, Y Ni, M Imani
Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided …, 2022
212022
Efficient Off-Policy Reinforcement Learning via Brain-Inspired Computing
Y Ni, D Abraham, M Issa, Y Kim, P Mercati, M Imani
Proceedings of the Great Lakes Symposium on VLSI 2023, 449-453, 2023
15*2023
Algorithm-hardware co-design for efficient brain-inspired hyperdimensional learning on edge
Y Ni, Y Kim, T Rosing, M Imani
2022 Design, Automation & Test in Europe Conference & Exhibition (DATE), 292-297, 2022
152022
Taskclip: Extend large vision-language model for task oriented object detection
H Chen, W Huang, Y Ni, S Yun, F Wen, H Latapie, M Imani
European Conference on Computer Vision (ECCV) 2024, 2024
142024
Hyperdimensional hybrid learning on end-edge-cloud networks
M Issa, S Shahhosseini, Y Ni, T Hu, D Abraham, AM Rahmani, N Dutt, ...
2022 IEEE 40th International Conference on Computer Design (ICCD), 652-655, 2022
112022
Intelligent Sensing Framework: Near-Sensor Machine Learning for Efficient Data Transmission
W Huang, A Rezvani, H Chen, Y Ni, S Yun, S Jeong, G Zhang, M Imani
IEEE Sensors Journal, 2024
10*2024
Adaptive neural recovery for highly robust brain-like representation
P Poduval, Y Ni, Y Kim, K Ni, R Kumar, R Cammarota, M Imani
Proceedings of the 59th ACM/IEEE Design Automation Conference, 367-372, 2022
82022
Online Performance and Power Prediction for Edge TPU via Comprehensive Characterization
Y Ni, Y Kim, T Rosing, M Imani
2022 Design, Automation & Test in Europe Conference & Exhibition (DATE), 612-615, 2022
82022
Brain-inspired trustworthy hyperdimensional computing with efficient uncertainty quantification
Y Ni, H Chen, P Poduval, Z Zou, P Mercati, M Imani
2023 IEEE/ACM International Conference on Computer Aided Design (ICCAD), 01-09, 2023
72023
Algorithm-hardware co-design for efficient brain-inspired hyperdimensional learning on edge. In 2022 Design, Automation & Test in Europe Conference & Exhibition (DATE)
Y Ni, Y Kim, T Rosing, M Imani
IEEE, 292ś297, 2022
62022
Hyperdimensional self-learning systems robust to technology noise and bit-flip attacks
P Poduval, Y Ni, Y Kim, K Ni, R Kumar, R Cammarota, M Imani
IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 2021
62021
EcoSense: Energy-Efficient Intelligent Sensing for In-Shore Ship Detection through Edge-Cloud Collaboration
W Huang, H Chen, Y Ni, A Rezvani, S Yun, S Jeon, E Pedley, M Imani
arXiv preprint arXiv:2403.14027, 2024
52024
Flexible and personalized learning for wearable health applications using hyperdimensional computing
S Shahhosseini, Y Ni, E Kasaeyan Naeini, M Imani, AM Rahmani, N Dutt
Proceedings of the Great Lakes Symposium on VLSI 2022, 357-360, 2022
42022
Scalable and Interpretable Brain-Inspired Hyper-Dimensional Computing Intelligence with Hardware-Software Co-Design
H Chen, Y Ni, W Huang, M Imani
2024 IEEE Custom Integrated Circuits Conference (CICC), 1-8, 2024
32024
HEAL: Brain-inspired Hyperdimensional Efficient Active Learning
Y Ni, Z Zou, W Huang, H Chen, WY Chung, S Cho, R Krishnan, P Mercati, ...
arXiv preprint arXiv:2402.11223, 2024
32024
2023 IEEE/ACM International Conference on Computer Aided Design (ICCAD)
Y Ni, H Chen, P Poduval, Z Zou, P Mercati, M Imani
IEEE, 2023
32023
HDReason: Algorithm-Hardware Codesign for Hyperdimensional Knowledge Graph Reasoning
H Chen, Y Ni, A Zakeri, Z Zou, S Yun, F Wen, B Khaleghi, N Srinivasa, ...
arXiv preprint arXiv:2403.05763, 2024
22024
Hyperdimensional Self-Learning Systems Robust to Technology Noise and Bit-Flip Attacks. In 2021 IEEE
P Poduval, Y Ni, Y Kim, K Ni, R Kumar, R Cammarota, M Imani
ACM International Conference On Computer Aided Design (ICCAD), 2021
22021
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