Cellular neural networks for image analysis using steep slope devices. - Indranil Palit; Qiuwen Lou; Michael T. Niemier; Behnam Sedighi; Joseph Nahas; Xiaobo Sharon Hu (ICCAD, 2014)

TFET-based Operational Transconductance Amplifier Design for CNN Systems. - Qiuwen Lou; Indranil Palit; András Horváth; Xiaobo Sharon Hu; Michael T. Niemier; Joseph Nahas (ACM Great Lakes Symposium on VLSI, 2015)

Analytically Modeling Power and Performance of a CNN System. - Indranil Palit; Qiuwen Lou; Nicholas Acampora; Joseph Nahas; Michael T. Niemier; Xiaobo Sharon Hu (ICCAD, 2015)

Cellular neural network friendly convolutional neural networks - CNNs with CNNs. - András Horváth; Michael Hillmer; Qiuwen Lou; Xiaobo Sharon Hu; Michael T. Niemier (DATE, 2017)

Design Flow of Accelerating Hybrid Extremely Low Bit-Width Neural Network in Embedded FPGA. - Junsong Wang; Qiuwen Lou; Xiaofan Zhang 001; Chao Zhu; Yonghua Lin; Deming Chen (FPL, 2018)

TransLand: An Adversarial Transfer Learning Approach for Migratable Urban Land Usage Classification using Remote Sensing. - Yang Zhang 031; Ruohan Zong; Jun Han 010; Hao Zheng 006; Qiuwen Lou; Daniel Yue Zhang; Dong Wang 002 (IEEE BigData, 2019)

A Uniform Modeling Methodology for Benchmarking DNN Accelerators. - Indranil Palit; Qiuwen Lou; Robert Perricone; Michael T. Niemier; Xiaobo Sharon Hu (ICCAD, 2019)

Application-level Studies of Cellular Neural Network-based Hardware Accelerators. - Qiuwen Lou; Indranil Palit; Li Tang 007; András Horváth; Michael T. Niemier; Xiaobo Sharon Hu (CoRR, 2019)

Nonvolatile Spintronic Memory Cells for Neural Networks. - Andrew W. Stephan; Qiuwen Lou; Michael T. Niemier; Xiaobo Sharon Hu; Steven J. Koester (CoRR, 2019)

A Mixed Signal Architecture for Convolutional Neural Networks. - Qiuwen Lou; Chenyun Pan; John McGuinness; András Horváth; Azad Naeemi; Michael T. Niemier; Xiaobo Sharon Hu (ACM J. Emerg. Technol. Comput. Syst., 2019)

Embedding error correction into crossbars for reliable matrix vector multiplication using emerging devices. - Qiuwen Lou; Tianqi Gao; Patrick Faley; Michael T. Niemier; Xiaobo Sharon Hu; Siddharth Joshi 001 (ISLPED, 2020)

A Hybrid Optical-Electrical Analog Deep Learning Accelerator Using Incoherent Optical Signals. - 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 (ACM Great Lakes Symposium on VLSI, 2021)

Application-driven Design Exploration for Dense Ferroelectric Embedded Non-volatile Memories. - Mohammad Mehdi Sharifi; Lillian Pentecost; Ramin Rajaei; Arman Kazemi; Qiuwen Lou; Gu-Yeon Wei; David M. Brooks; Kai Ni 004; X. Sharon Hu; Michael T. Niemier; Marco Donato (ISLPED, 2021)

Device-Circuit-Architecture Co-Exploration for Computing-in-Memory Neural Accelerators. - Weiwen Jiang; Qiuwen Lou; Zheyu Yan; Lei Yang 018; Jingtong Hu; Xiaobo Sharon Hu; Yiyu Shi 001 (IEEE Trans. Computers, 2021)

A Hybrid Optical-Electrical Analog Deep Learning Accelerator Using Incoherent Optical Signals. - 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; et al. (ACM J. Emerg. Technol. Comput. Syst., 2023)

Super Efficient Neural Network for Compression Artifacts Reduction and Super Resolution. - Wen Ma; Qiuwen Lou; Arman Kazemi; Julian Faraone; Tariq Afzal (WACV (Workshops), 2024)