Qiuwen Lou

21 papers A 6B 1Journal 10Unranked 4
YearRankTypeTitle / Venue / Authors
2024 — conf
Super Efficient Neural Network for Compression Artifacts Reduction and Super Resolution.
WACV (Workshops)
Wen Ma, Qiuwen Lou, Arman Kazemi, Julian Faraone, Tariq Afzal
2024 J jnl
Super Efficient Neural Network for Compression Artifacts Reduction and Super Resolution.
CoRR
Wen Ma, Qiuwen Lou, Arman Kazemi, Julian Faraone, Tariq Afzal
2023 J jnl
A Hybrid Optical-Electrical Analog Deep Learning Accelerator Using Incoherent Optical Signals.
ACM J. Emerg. Technol. Comput. Syst.
Mingdai Yang, Qiuwen Lou, Ramin Rajaei, Mohammad Reza Jokar, Junyi Qiu, Yuming Liu, Aditi Udupa, Frederic T. Chong, John M. Dallesasse, Milton Feng, Lynford L. Goddard, X. Sharon Hu, Yanjing Li
2021 — conf
A Hybrid Optical-Electrical Analog Deep Learning Accelerator Using Incoherent Optical Signals.
ACM Great Lakes Symposium on VLSI
Mingdai Yang, Mohammad Reza Jokar, Junyi Qiu, Qiuwen Lou, Yuming Liu, Aditi Udupa, Frederic T. Chong, John M. Dallesasse, Milton Feng, Lynford L. Goddard, X. Sharon Hu, Yanjing Li
2021 A conf
Application-driven Design Exploration for Dense Ferroelectric Embedded Non-volatile Memories.
ISLPED
Mohammad Mehdi Sharifi, Lillian Pentecost, Ramin Rajaei, Arman Kazemi, Qiuwen Lou, Gu-Yeon Wei, David M. Brooks, Kai Ni, X. Sharon Hu, Michael T. Niemier, Marco Donato
2021 J jnl
Application-driven Design Exploration for Dense Ferroelectric Embedded Non-volatile Memories.
CoRR
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
2021 J jnl
Device-Circuit-Architecture Co-Exploration for Computing-in-Memory Neural Accelerators.
IEEE Trans. Computers
Weiwen Jiang, Qiuwen Lou, Zheyu Yan, Lei Yang, Jingtong Hu, Xiaobo Sharon Hu, Yiyu Shi
2020 A conf
Embedding error correction into crossbars for reliable matrix vector multiplication using emerging devices.
ISLPED
Qiuwen Lou, Tianqi Gao, Patrick Faley, Michael T. Niemier, Xiaobo Sharon Hu, Siddharth Joshi
2019 J jnl
A Mixed Signal Architecture for Convolutional Neural Networks.
ACM J. Emerg. Technol. Comput. Syst.
Qiuwen Lou, Chenyun Pan, John McGuinness, András Horváth, Azad Naeemi, Michael T. Niemier, Xiaobo Sharon Hu
2019 A conf
A Uniform Modeling Methodology for Benchmarking DNN Accelerators.
ICCAD
Indranil Palit, Qiuwen Lou, Robert Perricone, Michael T. Niemier, Xiaobo Sharon Hu
2019 J jnl
Application-level Studies of Cellular Neural Network-based Hardware Accelerators.
CoRR
Qiuwen Lou, Indranil Palit, Li Tang, András Horváth, Michael T. Niemier, Xiaobo Sharon Hu
2019 J jnl
Device-Circuit-Architecture Co-Exploration for Computing-in-Memory Neural Accelerators.
CoRR
Weiwen Jiang, Qiuwen Lou, Zheyu Yan, Lei Yang, Jingtong Hu, Xiaobo Sharon Hu, Yiyu Shi
2019 J jnl
Nonvolatile Spintronic Memory Cells for Neural Networks.
CoRR
Andrew W. Stephan, Qiuwen Lou, Michael T. Niemier, Xiaobo Sharon Hu, Steven J. Koester
2019 — conf
TransLand: An Adversarial Transfer Learning Approach for Migratable Urban Land Usage Classification using Remote Sensing.
IEEE BigData
Yang Zhang, Ruohan Zong, Jun Han, Hao Zheng, Qiuwen Lou, Daniel Yue Zhang, Dong Wang
2018 J jnl
A mixed signal architecture for convolutional neural networks.
CoRR
Qiuwen Lou, Chenyun Pan, John McGuinness, András Horváth, Azad Naeemi, Michael T. Niemier, Xiaobo Sharon Hu
2018 B conf
Design Flow of Accelerating Hybrid Extremely Low Bit-Width Neural Network in Embedded FPGA.
FPL
Junsong Wang, Qiuwen Lou, Xiaofan Zhang, Chao Zhu, Yonghua Lin, Deming Chen
2018 J jnl
Design Flow of Accelerating Hybrid Extremely Low Bit-width Neural Network in Embedded FPGA.
CoRR
Junsong Wang, Qiuwen Lou, Xiaofan Zhang, Chao Zhu, Yonghua Lin, Deming Chen
2017 A conf
Cellular neural network friendly convolutional neural networks - CNNs with CNNs.
DATE
András Horváth, Michael Hillmer, Qiuwen Lou, Xiaobo Sharon Hu, Michael T. Niemier
2015 A conf
Analytically Modeling Power and Performance of a CNN System.
ICCAD
Indranil Palit, Qiuwen Lou, Nicholas Acampora, Joseph Nahas, Michael T. Niemier, Xiaobo Sharon Hu
2015 — conf
TFET-based Operational Transconductance Amplifier Design for CNN Systems.
ACM Great Lakes Symposium on VLSI
Qiuwen Lou, Indranil Palit, András Horváth, Xiaobo Sharon Hu, Michael T. Niemier, Joseph Nahas
2014 A conf
Cellular neural networks for image analysis using steep slope devices.
ICCAD
Indranil Palit, Qiuwen Lou, Michael T. Niemier, Behnam Sedighi, Joseph Nahas, Xiaobo Sharon Hu