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A Homogeneous Processing Fabric for Matrix-Vector Multiplication and Associative Search Using Ferroelectric Time-Domain Compute-in-Memory


Sep 24, 2022
Xunzhao Yin, Qingrong Huang, Franz Müller, Shan Deng, Alptekin Vardar, Sourav De, Zhouhang Jiang, Mohsen Imani, Cheng Zhuo, Thomas Kämpfe, Kai Ni

* 8 pages, 8 figures 

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GANDSE: Generative Adversarial Network based Design Space Exploration for Neural Network Accelerator Design


Aug 01, 2022
Lang Feng, Wenjian Liu, Chuliang Guo, Ke Tang, Cheng Zhuo, Zhongfeng Wang

* 17 pages, 11 figures, submitting to a journal 

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RT-DNAS: Real-time Constrained Differentiable Neural Architecture Search for 3D Cardiac Cine MRI Segmentation


Jun 13, 2022
Qing Lu, Xiaowei Xu, Shunjie Dong, Cong Hao, Lei Yang, Cheng Zhuo, Yiyu Shi


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OTFPF: Optimal Transport-Based Feature Pyramid Fusion Network for Brain Age Estimation with 3D Overlapped ConvNeXt


May 11, 2022
Yu Fu, Yanyan Huang, Yalin Wang, Shunjie Dong, Le Xue, Xunzhao Yin, Qianqian Yang, Yiyu Shi, Cheng Zhuo


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Worst-Case Dynamic Power Distribution Network Noise Prediction Using Convolutional Neural Network


Apr 27, 2022
Xiao Dong, Yufei Chen, Xunzhao Yin, Cheng Zhuo

* 6 pages, 6 figures 

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An Ultra-Compact Single FeFET Binary and Multi-Bit Associative Search Engine


Mar 15, 2022
Xunzhao Yin, Franz Müller, Qingrong Huang, Chao Li, Mohsen Imani, Zeyu Yang, Jiahao Cai, Maximilian Lederer, Ricardo Olivo, Nellie Laleni, Shan Deng, Zijian Zhao, Cheng Zhuo, Thomas Kämpfe, Kai Ni

* 20 pages, 14 figures 

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A resource-efficient deep learning framework for low-dose brain PET image reconstruction and analysis


Feb 14, 2022
Yu Fu, Shunjie Dong, Yi Liao, Le Xue, Yuanfan Xu, Feng Li, Qianqian Yang, Tianbai Yu, Mei Tian, Cheng Zhuo


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Deep Random Forest with Ferroelectric Analog Content Addressable Memory


Oct 06, 2021
Xunzhao Yin, Franz Müller, Ann Franchesca Laguna, Chao Li, Wenwen Ye, Qingrong Huang, Qinming Zhang, Zhiguo Shi, Maximilian Lederer, Nellie Laleni, Shan Deng, Zijian Zhao, Michael Niemier, Xiaobo Sharon Hu, Cheng Zhuo, Thomas Kämpfe, Kai Ni

* 44 pages, 16 figures 

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Lithography Hotspot Detection via Heterogeneous Federated Learning with Local Adaptation


Jul 30, 2021
Xuezhong Lin, Jingyu Pan, Jinming Xu, Yiran Chen, Cheng Zhuo

* 8 pages, 9 figures 

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