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MNSIM 2.0: A Behavior-Level Modeling Tool for Processing-In-Memory Architectures 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2023, 卷号: 42, 期号: 11, 页码: 4112-4125
作者:  Zhu, Zhenhua;  Sun, Hanbo;  Xie, Tongxin;  Zhu, Yu;  Dai, Guohao;  Xia, Lixue;  Niu, Dimin;  Chen, Xiaoming;  Hu, Xiaobo Sharon;  Cao, Yu;  Xie, Yuan;  Yang, Huazhong;  Wang, Yu
收藏  |  浏览/下载：6/0  |  提交时间：2024/05/20
Computational modeling  Computer architecture  Integrated circuit modeling  Scheduling  Hardware  Memristors  Convolutional neural networks  Hardware modeling tool  processing-in-memory (PIM)  software-hardware co-optimization  
Predicting the antigenic evolution of SARS-COV-2 with deep learning 期刊论文
NATURE COMMUNICATIONS, 2023, 卷号: 14, 期号: 1, 页码: 14
作者:  Han, Wenkai;  Chen, Ningning;  Xu, Xinzhou;  Sahil, Adil;  Zhou, Juexiao;  Li, Zhongxiao;  Zhong, Huawen;  Gao, Elva;  Zhang, Ruochi;  Wang, Yu;  Sun, Shiwei;  Cheung, Peter Pak-Hang;  Gao, Xin
收藏  |  浏览/下载：15/0  |  提交时间：2023/12/04
A comprehensive benchmarking with practical guidelines for cellular deconvolution of spatial transcriptomics 期刊论文
NATURE COMMUNICATIONS, 2023, 卷号: 14, 期号: 1, 页码: 10
作者:  Li, Haoyang;  Zhou, Juexiao;  Li, Zhongxiao;  Chen, Siyuan;  Liao, Xingyu;  Zhang, Bin;  Zhang, Ruochi;  Wang, Yu;  Sun, Shiwei;  Gao, Xin
收藏  |  浏览/下载：13/0  |  提交时间：2023/12/04
GIPS-Mix for Accurate Identification of Isomeric Components in Glycan Mixtures Using Intelligent Group-Opting Strategy 期刊论文
ANALYTICAL CHEMISTRY, 2022, 页码: 9
作者:  Huang, Chuncui;  Hou, Meijie;  Yan, Jingyu;  Wang, Hui;  Wang, Yu;  Cao, Cuiyan;  Wang, Yaojun;  Gao, Huanyu;  Ma, Xinyue;  Zheng, Yi;  Bu, Dongbo;  Chai, Wengang;  Li, Yan;  Sun, Shiwei
收藏  |  浏览/下载：18/0  |  提交时间：2023/07/12
A Review of Deep Learning Application on Drug Activity Prediction 期刊论文
PROGRESS IN BIOCHEMISTRY AND BIOPHYSICS, 2022, 卷号: 49, 期号: 8, 页码: 1498-1519
作者:  Liu Li-Mei;  Chen Xiao-Jin;  Sun Shi-Wei;  Wang Yu;  Wang Hui;  Mei Shu-Li;  Wang Yao-Jun
收藏  |  浏览/下载：17/0  |  提交时间：2023/07/12
machine learning  deep learning  molecular drug  activity prediction  
FTT-NAS: Discovering Fault-tolerant Convolutional Neural Architecture 期刊论文
ACM TRANSACTIONS ON DESIGN AUTOMATION OF ELECTRONIC SYSTEMS, 2021, 卷号: 26, 期号: 6, 页码: 24
作者:  Ning, Xuefei;  Ge, Guangjun;  Li, Wenshuo;  Zhu, Zhenhua;  Zheng, Yin;  Chen, Xiaoming;  Gao, Zhen;  Wang, Yu;  Yang, Huazhong
收藏  |  浏览/下载：22/0  |  提交时间：2022/12/07
Neural architecture search  fault tolerance  neural networks  
HepParser: An Intelligent Software Program for Deciphering Low-Molecular-Weight Heparin Based on Mass Spectrometry 期刊论文
FRONTIERS IN CHEMISTRY, 2021, 卷号: 9, 页码: 13
作者:  Wang, Hui;  Wang, Yu;  Hou, Meijie;  Zhang, Chunming;  Wang, Yaojun;  Guo, Zhendong;  Bu, Dongbo;  Li, Yan;  Huang, Chuncui;  Sun, Shiwei
收藏  |  浏览/下载：40/0  |  提交时间：2021/12/01
LMWHs  mass spectrometry  glycosaminoglycans  isotopic distribution  computational method  
Toward automated identification of glycan mixtures using multistage mass spectrometry 期刊论文
GLYCOBIOLOGY, 2020, 卷号: 30, 期号: 12, 页码: 1061-1061
作者:  Hou, Meijie;  Wang, Yu;  Wang, Hui;  Wang, Yaojun;  Zhao, Keli;  Li, Yan;  Bu, Dongbo;  Huang, Chuncui;  Sun, Shiwei
收藏  |  浏览/下载：41/0  |  提交时间：2021/12/01
Long Live TIME: Improving Lifetime and Security for NVM-Based Training-in-Memory Systems 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2020, 卷号: 39, 期号: 12, 页码: 4707-4720
作者:  Cai, Yi;  Lin, Yujun;  Xia, Lixue;  Chen, Xiaoming;  Han, Song;  Wang, Yu;  Yang, Huazhong
收藏  |  浏览/下载：42/0  |  提交时间：2021/12/01
Gradient sparsification  lifetime  neural networks  training-in-memory  wear-leveling  
Enabling Secure NVM-Based in-Memory Neural Network Computing by Sparse Fast Gradient Encryption 期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2020, 卷号: 69, 期号: 11, 页码: 1596-1610
作者:  Cai, Yi;  Chen, Xiaoming;  Tian, Lu;  Wang, Yu;  Yang, Huazhong
收藏  |  浏览/下载：325/0  |  提交时间：2020/12/10
Artificial neural networks  Nonvolatile memory  Encryption  Computational modeling  Hardware  Non-volatile memory (NVM)  compute-in-memory (CIM)  neural network  security  encryption