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Fast Convolution Meets Low Precision: Exploring Efficient Quantized Winograd Convolution on Modern CPUs 期刊论文
ACM TRANSACTIONS ON ARCHITECTURE AND CODE OPTIMIZATION, 2024, 卷号: 21, 期号: 1, 页码: 26
作者:  Wang, Xueying;  Li, Guangli;  Jia, Zhen;  Feng, Xiaobing;  Wang, Yida
收藏  |  浏览/下载：2/0  |  提交时间：2024/05/20
Deep learning  winograd convolution  low-precision computation  
DPQ: dynamic pseudo-mean mixed-precision quantization for pruned neural network 期刊论文
MACHINE LEARNING, 2024, 页码: 14
作者:  Pei, Songwen;  Wang, Jiyao;  Zhang, Bingxue;  Qin, Wei;  Xue, Hai;  Ye, Xiaochun;  Chen, Mingsong
收藏  |  浏览/下载：2/0  |  提交时间：2024/05/20
Big data  Compression  Deep learning  Pseudo-mean mixed-precision quantization  Pruned neural network  
Lightweight Multiattention Recursive Residual CNN-Based In-Loop Filter Driven by Neuron Diversity 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2023, 卷号: 33, 期号: 11, 页码: 6996-7008
作者:  Li, Mingxuan;  Ji, Wen
收藏  |  浏览/下载：2/0  |  提交时间：2024/05/20
Video coding  in-loop filtering  convolutional neural network  deep learning  high-efficiency video coding (HEVC)  
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：2/0  |  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  
Statistical Modeling of Soft Error Influence on Neural Networks 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2023, 卷号: 42, 期号: 11, 页码: 4152-4163
作者:  Huang, Haitong;  Xue, Xinghua;  Liu, Cheng;  Wang, Ying;  Luo, Tao;  Cheng, Long;  Li, Huawei;  Li, Xiaowei
收藏  |  浏览/下载：2/0  |  提交时间：2024/05/20
Fault analysis  fault simulation  neural network (NN) reliability  statistical fault modeling  
High Order QAM Modulation in Massive MIMO Systems With Asymmetrically Quantized 1-Bit ADCs 期刊论文
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2023, 卷号: 22, 期号: 9, 页码: 6369-6382
作者:  Sun, Bule;  Tang, Xiaogang;  Zhou, Yiqing;  Pan, Zhengang;  Lin, Hai
收藏  |  浏览/下载：2/0  |  提交时间：2024/05/20
1-bit ADC  high order QAM modulation  massive MIMO  
Semantic-Aware Visual Decomposition for Image Coding 期刊论文
INTERNATIONAL JOURNAL OF COMPUTER VISION, 2023, 页码: 23
作者:  Chang, Jianhui;  Zhang, Jian;  Li, Jiguo;  Wang, Shiqi;  Mao, Qi;  Jia, Chuanmin;  Ma, Siwei;  Gao, Wen
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
Image coding  Semantic-aware visual decomposition  Structure-texture  Coherency regularization  Extremely low bitrate  
PUGAN: Physical Model-Guided Underwater Image Enhancement Using GAN With Dual-Discriminators 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2023, 卷号: 32, 页码: 4472-4485
作者:  Cong, Runmin;  Yang, Wenyu;  Zhang, Wei;  Li, Chongyi;  Guo, Chun-Le;  Huang, Qingming;  Kwong, Sam
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
Underwater image enhancement  generative adversarial network  physical model  degradation quantization  
Learned Image Compression Using Cross-Component Attention Mechanism 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2023, 卷号: 32, 页码: 5478-5493
作者:  Duan, Wenhong;  Chang, Zheng;  Jia, Chuanmin;  Wang, Shanshe;  Ma, Siwei;  Song, Li;  Gao, Wen
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
Image coding  Context modeling  Transforms  Decoding  Standards  Image reconstruction  Transform coding  Image compression  cross-component  information-guided unit  attention mechanism  information-preserving  
A 100-Gb/s PAM-4 DSP in 28-nm CMOS for Serdes Receiver 期刊论文
ELECTRONICS, 2023, 卷号: 12, 期号: 2, 页码: 14
作者:  Li, Weijie;  Liu, Min;  Zheng, Xuqiang;  Xiao, Guangxing;  Yuan, Guojun;  Hao, Qinfen;  Jin, Zhi
收藏  |  浏览/下载：14/0  |  提交时间：2023/07/12
digital signal process (DSP)  wireline transceiver  feed forward equalizer (FFE)  decision feedback equalizer (DFE)  parallel  multiplexer (MUX)  adaptive  least mean square (LMS)  sigma-delta