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Changhai Man
Changhai Man
Verified email at gatech.edu
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Year
An energy-efficient mixed-bit cnn accelerator with column parallel readout for reram-based in-memory computing
D Liu, H Zhou, W Mao, J Liu, Y Han, C Man, Q Wu, Z Guo, M Huang, ...
IEEE Journal on Emerging and Selected Topics in Circuits and Systems 12 (4 …, 2022
72022
A high performance multi-bit-width booth vector systolic accelerator for NAS optimized deep learning neural networks
M Huang, Y Liu, C Man, K Li, Q Cheng, W Mao, H Yu
IEEE Transactions on Circuits and Systems I: Regular Papers 69 (9), 3619-3631, 2022
72022
A video-based fall detection network by spatio-temporal joint-point model on edge devices
Z Guan, S Li, Y Cheng, C Man, W Mao, N Wong, H Yu
2021 Design, Automation & Test in Europe Conference & Exhibition (DATE), 422-427, 2021
72021
Reliability exploration of system-on-chip with multi-bit-width accelerator for multi-precision deep neural networks
Q Cheng, M Huang, C Man, A Shen, L Dai, H Yu, M Hashimoto
IEEE Transactions on Circuits and Systems I: Regular Papers, 2023
52023
A fall detection network by 2d/3d spatio-temporal joint models with tensor compression on edge
S Li, C Man, A Shen, Z Guan, W Mao, S Luo, R Zhang, H Yu
ACM Transactions on Embedded Computing Systems 21 (6), 1-19, 2022
22022
Atfvo: An attentive tensor-compressed lstm model with optical flow features for monocular visual odometry
H Ren, C Li, X Zhang, C Ding, C Man, H Yu
2021 WRC Symposium on Advanced Robotics and Automation (WRC SARA), 79-85, 2021
22021
TT-LCD: Tensorized-Transformer based Loop Closure Detection for Robotic Visual SLAM on Edge
C Ding, H Ren, Z Guo, M Bi, C Man, T Wang, S Li, S Luo, R Zhang, H Yu
2023 International Conference on Advanced Robotics and Mechatronics (ICARM …, 2023
2023
RankSearch: An Automatic Rank Search Towards Optimal Tensor Compression for Video LSTM Networks on Edge
C Man, C Chang, C Ding, A Shen, H Ren, Z Guan, Y Cheng, S Luo, ...
2023 Design, Automation & Test in Europe Conference & Exhibition (DATE), 1-2, 2023
2023
Hierarchical DNN with Heterogeneous Computing Enabled High-Performance DNA Sequencing
S Luo, Z Xie, G Chen, L Cui, M Yan, X Huang, S Li, C Man, W Mao, H Yu
2022 IEEE Asia Pacific Conference on Circuits and Systems (APCCAS), 35-40, 2022
2022
A High Throughput Multi-bit-width 3D Systolic Accelerator for NAS Optimized Deep Neural Networks on FPGA
M Huang, Y Liu, Q Cheng, S Yang, K Li, J Luo, Z Yang, Q Li, H Yu, C Man
Proceedings of the 2022 ACM/SIGDA International Symposium on Field …, 2022
2022
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