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X. Sharon Hu

University of Notre Dame

Experimentally realized memristive memory augmented neural network



Ruibin Mao , Bo Wen , Yahui Zhao , Arman Kazemi , Ann Franchesca Laguna , Michael Neimier , X. Sharon Hu , Xia Sheng , Catherine E. Graves , John Paul Strachan , Can Li

* 54 pages, 21 figures, 3 tables 

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Image Complexity Guided Network Compression for Biomedical Image Segmentation



Suraj Mishra , Danny Z. Chen , X. Sharon Hu

* ACM JETC 

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Objective-Dependent Uncertainty Driven Retinal Vessel Segmentation



Suraj Mishra , Danny Z. Chen , X. Sharon Hu

* ISBI 2021 

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In-Memory Nearest Neighbor Search with FeFET Multi-Bit Content-Addressable Memories



Arman Kazemi , Mohammad Mehdi Sharifi , Ann Franchesca Laguna , Franz Müller , Ramin Rajaei , Ricardo Olivo , Thomas Kämpfe , Michael Niemier , X. Sharon Hu

* To be published in DATE'21 

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Nonvolatile Spintronic Memory Cells for Neural Networks



Andrew W. Stephan , Qiuwen Lou , Michael Niemier , X. Sharon Hu , Steven J. Koester


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Application-level Studies of Cellular Neural Network-based Hardware Accelerators



Qiuwen Lou , Indranil Palit , Tang Li , Andras Horvath , Michael Niemier , X. Sharon Hu


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CC-Net: Image Complexity Guided Network Compression for Biomedical Image Segmentation



Suraj Mishra , Peixian Liang , Adam Czajka , Danny Z. Chen , X. Sharon Hu


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DAC-SDC Low Power Object Detection Challenge for UAV Applications



Xiaowei Xu , Xinyi Zhang , Bei Yu , X. Sharon Hu , Christopher Rowen , Jingtong Hu , Yiyu Shi

* 12 pages, 21 figures 

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