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Qiuwen Lou
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2020 – today
- 2024
- [c11]Wen Ma, Qiuwen Lou, Arman Kazemi, Julian Faraone, Tariq Afzal:
Super Efficient Neural Network for Compression Artifacts Reduction and Super Resolution. WACV (Workshops) 2024: 460-468 - [i7]Wen Ma, Qiuwen Lou, Arman Kazemi, Julian Faraone, Tariq Afzal:
Super Efficient Neural Network for Compression Artifacts Reduction and Super Resolution. CoRR abs/2401.14641 (2024) - 2023
- [j3]Mingdai Yang
, Qiuwen Lou
A Hybrid Optical-Electrical Analog Deep Learning Accelerator Using Incoherent Optical Signals. ACM J. Emerg. Technol. Comput. Syst. 19(2): 14:1-14:24 (2023) - 2021
- [j2]Weiwen Jiang
Device-Circuit-Architecture Co-Exploration for Computing-in-Memory Neural Accelerators. IEEE Trans. Computers 70(4): 595-605 (2021) - [c10]Mingdai Yang, Mohammad Reza Jokar, Junyi Qiu, Qiuwen Lou, Yuming Liu, Aditi Udupa, Frederic T. Chong
A Hybrid Optical-Electrical Analog Deep Learning Accelerator Using Incoherent Optical Signals. ACM Great Lakes Symposium on VLSI 2021: 271-276 - [c9]Mohammad Mehdi Sharifi
Application-driven Design Exploration for Dense Ferroelectric Embedded Non-volatile Memories. ISLPED 2021: 1-6 - [i6]Mohammad Mehdi Sharifi, Lillian Pentecost, Ramin Rajaei, Arman Kazemi, Qiuwen Lou, Gu-Yeon Wei, David Brooks, Kai Ni, X. Sharon Hu, Michael T. Niemier, Marco Donato:
Application-driven Design Exploration for Dense Ferroelectric Embedded Non-volatile Memories. CoRR abs/2106.11757 (2021) - 2020
- [c8]Qiuwen Lou, Tianqi Gao, Patrick Faley, Michael T. Niemier, Xiaobo Sharon Hu
Embedding error correction into crossbars for reliable matrix vector multiplication using emerging devices. ISLPED 2020: 139-144
2010 – 2019
- 2019
- [j1]Qiuwen Lou, Chenyun Pan, John McGuinness, András Horváth, Azad Naeemi
A Mixed Signal Architecture for Convolutional Neural Networks. ACM J. Emerg. Technol. Comput. Syst. 15(2): 19:1-19:26 (2019) - [c7]Yang Zhang, Ruohan Zong, Jun Han, Hao Zheng, Qiuwen Lou, Daniel Yue Zhang, Dong Wang:
TransLand: An Adversarial Transfer Learning Approach for Migratable Urban Land Usage Classification using Remote Sensing. IEEE BigData 2019: 1567-1576 - [c6]Indranil Palit, Qiuwen Lou, Robert Perricone, Michael T. Niemier, Xiaobo Sharon Hu
A Uniform Modeling Methodology for Benchmarking DNN Accelerators. ICCAD 2019: 1-7 - [i5]Qiuwen Lou, Indranil Palit, Li Tang
Application-level Studies of Cellular Neural Network-based Hardware Accelerators. CoRR abs/1903.06649 (2019) - [i4]Andrew W. Stephan, Qiuwen Lou, Michael T. Niemier, Xiaobo Sharon Hu, Steven J. Koester:
Nonvolatile Spintronic Memory Cells for Neural Networks. CoRR abs/1905.12679 (2019) - [i3]Weiwen Jiang, Qiuwen Lou, Zheyu Yan, Lei Yang, Jingtong Hu, Xiaobo Sharon Hu, Yiyu Shi:
Device-Circuit-Architecture Co-Exploration for Computing-in-Memory Neural Accelerators. CoRR abs/1911.00139 (2019) - 2018
- [c5]Junsong Wang, Qiuwen Lou, Xiaofan Zhang, Chao Zhu, Yonghua Lin, Deming Chen:
Design Flow of Accelerating Hybrid Extremely Low Bit-Width Neural Network in Embedded FPGA. FPL 2018: 163-169 - [i2]Junsong Wang, Qiuwen Lou, Xiaofan Zhang, Chao Zhu, Yonghua Lin, Deming Chen:
Design Flow of Accelerating Hybrid Extremely Low Bit-width Neural Network in Embedded FPGA. CoRR abs/1808.04311 (2018) - [i1]Qiuwen Lou, Chenyun Pan, John McGuinness, András Horváth, Azad Naeemi, Michael T. Niemier, Xiaobo Sharon Hu:
A mixed signal architecture for convolutional neural networks. CoRR abs/1811.02636 (2018) - 2017
- [c4]András Horváth, Michael Hillmer, Qiuwen Lou, Xiaobo Sharon Hu
Cellular neural network friendly convolutional neural networks - CNNs with CNNs. DATE 2017: 145-150 - 2015
- [c3]Qiuwen Lou, Indranil Palit, András Horváth, Xiaobo Sharon Hu
TFET-based Operational Transconductance Amplifier Design for CNN Systems. ACM Great Lakes Symposium on VLSI 2015: 277-282 - [c2]Indranil Palit, Qiuwen Lou, Nicholas Acampora, Joseph Nahas, Michael T. Niemier, Xiaobo Sharon Hu
Analytically Modeling Power and Performance of a CNN System. ICCAD 2015: 186-193 - 2014
- [c1]Indranil Palit, Qiuwen Lou, Michael T. Niemier, Behnam Sedighi, Joseph Nahas, Xiaobo Sharon Hu
Cellular neural networks for image analysis using steep slope devices. ICCAD 2014: 92-95
Coauthor Index
aka: X. Sharon Hu
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