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Zishen Wan
Zishen Wan
Ph.D. Student, Georgia Tech
Verified email at gatech.edu - Homepage
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Year
A Survey of FPGA-Based Robotic Computing
Z Wan, B Yu, TY Li, J Tang, Y Zhu, Y Wang, A Raychowdhury, S Liu
IEEE Circuits and Systems Magazine 21 (2), 48-74, 2021
472021
Algorithm-hardware co-design of adaptive floating-point encodings for resilient deep learning inference
T Tambe, EY Yang, Z Wan, Y Deng, VJ Reddi, A Rush, D Brooks, GY Wei
2020 57th ACM/IEEE Design Automation Conference (DAC), 1-6, 2020
352020
QuaRL: Quantization for Fast and Environmentally Sustainable Reinforcement Learning
S Krishnan, S Chitlangia, M Lam, Z Wan, BM Gabriel, A Faust, VJ Reddi
Transactions on Machine Learning Research (TMLR), 2022
25*2022
The sky is not the limit: A visual performance model for cyber-physical co-design in autonomous machines
S Krishnan, Z Wan, K Bhardwaj, P Whatmough, A Faust, GY Wei, ...
IEEE Computer Architecture Letters 19 (1), 38-42, 2020
252020
Adaptivfloat: A floating-point based data type for resilient deep learning inference
T Tambe, EY Yang, Z Wan, Y Deng, VJ Reddi, A Rush, D Brooks, GY Wei
arXiv preprint arXiv:1909.13271, 2019
232019
Robotic computing on fpgas
S Liu, Z Wan, B Yu, Y Wang
Synthesis Lectures on Computer Architecture 16 (1), 1-218, 2021
152021
iELAS: An ELAS-Based Energy-Efficient Accelerator for Real-Time Stereo Matching on FPGA Platform
T Gao, Z Wan, Y Zhang, B Yu, Y Zhang, S Liu, A Raychowdhury
2021 IEEE International Conference on Artificial Intelligence Circuits and …, 2021
142021
Automatic Domain-Specific SoC Design for Autonomous Unmanned Aerial Vehicles
S Krishnan, Z Wan, K Bhardwaj, P Whatmough, A Faust, S Neuman, ...
2022 55th IEEE/ACM International Symposium on Microarchitecture (MICRO), 300-317, 2022
11*2022
Mavfi: An end-to-end fault analysis framework with anomaly detection and recovery for micro aerial vehicles
YS Hsiao, Z Wan, T Jia, R Ghosal, A Raychowdhury, D Brooks, GY Wei, ...
2023 Design, Automation & Test in Europe Conference & Exhibition (DATE), 2023
92023
Analyzing and Improving Fault Tolerance of Learning-Based Navigation Systems
Z Wan, A Anwar, YS Hsiao, T Jia, VJ Reddi, A Raychowdhury
2021 58th ACM/IEEE Design Automation Conference (DAC), 841-846, 2021
92021
An energy-efficient quad-camera visual system for autonomous machines on fpga platform
Z Wan, Y Zhang, A Raychowdhury, B Yu, Y Zhang, S Liu
2021 IEEE International Conference on Artificial Intelligence Circuits and …, 2021
92021
Roofline Model for UAVs: A Bottleneck Analysis Tool for Onboard Compute Characterization of Autonomous Unmanned Aerial Vehicles
S Krishnan, Z Wan, K Bhardwaj, N Jadhav, A Faust, VJ Reddi
2022 IEEE International Symposium on Performance Analysis of Systems and …, 2022
8*2022
Electrically tunable temporal imaging in a graphene-based waveguide
P Xie, Y Wen, Z Wan, X Wang, J Liu, W Yang, X Li, Y Wang
Japanese Journal of Applied Physics 58 (5), 050914, 2019
72019
Autosoc: Automating algorithm-soc co-design for aerial robots
S Krishnan, T Tambe, Z Wan, VJ Reddi
arXiv preprint arXiv:2109.05683, 2021
52021
An Energy-Efficient and Runtime-Reconfigurable FPGA-Based Accelerator for Robotic Localization Systems
Q Liu, Z Wan, B Yu, W Liu, S Liu, A Raychowdhury
2022 IEEE Custom Integrated Circuits Conference (CICC), 01-02, 2022
42022
Frl-fi: Transient fault analysis for federated reinforcement learning-based navigation systems
Z Wan, A Anwar, A Mahmoud, T Jia, YS Hsiao, VJ Reddi, ...
2022 Design, Automation & Test in Europe Conference & Exhibition (DATE), 430-435, 2022
32022
Circuit and system technologies for energy-efficient edge robotics
Z Wan, AS Lele, A Raychowdhury
2022 27th Asia and South Pacific Design Automation Conference (ASP-DAC), 275-280, 2022
32022
Robotic Computing on FPGAs: Current Progress, Research Challenges, and Opportunities
Z Wan, A Lele, B Yu, S Liu, Y Wang, VJ Reddi, C Hao, A Raychowdhury
2022 IEEE International Conference on Artificial Intelligence Circuits and …, 2022
22022
Study of posit numeric in speech recognition neural inference
Z Wan, E Mibuari, EY Yang, T Tambe
Harvard Univ., Cambridge, MA, USA, Tech. Rep. CS247r, 2018
22018
Improving compute in-memory ECC reliability with successive correction
B Crafton, Z Wan, S Spetalnick, JH Yoon, W Wu, C Tokunaga, V De, ...
Proceedings of the 59th ACM/IEEE Design Automation Conference (DAC), 745-750, 2022
12022
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