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Mortar-FP8: Morphing the Existing FP32 Infrastructure for High-Performance Deep Learning Acceleration 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2024, 卷号: 43, 期号: 3, 页码: 878-891
作者:  Li, Hongyan;  Lu, Hang;  Li, Xiaowei
收藏  |  浏览/下载：2/0  |  提交时间：2024/05/20
Deep learning accelerator  deep neural network (DNN)  fp8 format  
QoE-Driven Antenna Tuning in Cellular Networks With Cooperative Multi-Agent Reinforcement Learning 期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2024, 卷号: 23, 期号: 2, 页码: 1186-1199
作者:  Liu, Xuewen;  Chuai, Gang;  Wang, Xin;  Xu, Zhiwei;  Gao, Weidong;  Zhang, Kaisa;  Liu, Qian;  Maimaiti, Saidiwaerdi;  Zuo, Peiliang
收藏  |  浏览/下载：3/0  |  提交时间：2024/05/20
Antenna tuning  multi-goal MARL  QoE/QoS mapping  self-optimization  
Sweet Gradient matters: Designing consistent and efficient estimator for Zero-shot Architecture Search 期刊论文
NEURAL NETWORKS, 2023, 卷号: 168, 页码: 237-255
作者:  Yang, Longxing;  Fu, Yanxin;  Lu, Shun;  Sun, Zihao;  Mei, Jilin;  Zhao, Wenxiao;  Hu, Yu
收藏  |  浏览/下载：9/0  |  提交时间：2023/12/04
Zero-shot Neural Architecture Search  Low Consistency  Sweet Gradient  Sweetimator  Sweet-enhanced estimators  
AKGF: Automatic Kernel Generation for DNN on CPU-FPGA 期刊论文
COMPUTER JOURNAL, 2023, 页码: 9
作者:  Dong, Dong;  Jiang, Hongxu;  Diao, Boyu
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
DNN accelerated compilers  polyhedral model  heterogeneous computing  CPU-FPGA  
JBNN: A Hardware Design for Binarized Neural Networks Using Single-Flux-Quantum Circuits 期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2022, 卷号: 71, 期号: 12, 页码: 3203-3214
作者:  Fu, Rongliang;  Huang, Junying;  Wu, Haibin;  Ye, Xiaochun;  Fan, Dongrui;  Ho, Tsung-Yi
收藏  |  浏览/下载：15/0  |  提交时间：2023/07/12
Superconducting  single-flux-quantum  accelerator  binarized neural network  
Dadu-SV: Accelerate Stereo Vision Processing on NPU 期刊论文
IEEE EMBEDDED SYSTEMS LETTERS, 2022, 卷号: 14, 期号: 4, 页码: 191-194
作者:  Min, Feng;  Wang, Ying;  Xu, Haobo;  Huang, Junpei;  Wang, Yujie;  Zou, Xingqi;  Lu, Meixuan;  Han, Yinhe
收藏  |  浏览/下载：14/0  |  提交时间：2023/07/12
Hardware acceleration  neural computing  neural processing unit (NPU)  semiglobal matching (SGM)  stereo vision  
A Comprehensive Framework for Long-Tailed Learning via Pretraining and Normalization 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 13
作者:  Kang, Nan;  Chang, Hong;  Ma, Bingpeng;  Shan, Shiguang
收藏  |  浏览/下载：22/0  |  提交时间：2022/12/07
Training  Tail  Task analysis  Head  Visualization  Feature extraction  Data models  Classifier design  contrastive learning  long-tailed recognition  normalization  
DynamicTuple: The dynamic adaptive tuple for high-performance packet classification 期刊论文
COMPUTER NETWORKS, 2022, 卷号: 202, 页码: 10
作者:  Zhang, Chunyang;  Xie, Gaogang;  Wang, Xin
收藏  |  浏览/下载：17/0  |  提交时间：2022/12/07
Packet classification  Software Defined Networking  Open vSwitch  
Wild Animal Information Collection Based on Depthwise Separable Convolution in Software Defined IoT Networks 期刊论文
ELECTRONICS, 2021, 卷号: 10, 期号: 17, 页码: 16
作者:  Cao, Qinghua;  Yu, Lisu;  Wang, Zhen;  Zhan, Shanjun;  Quan, Hao;  Yu, Yan;  Khan, Zahid;  Koubaa, Anis
收藏  |  浏览/下载：34/0  |  提交时间：2021/12/01
information collection  internet of things  deep neural network  SDN  object detection  
A Stateful Bloom Filter for Per-Flow State Monitoring 期刊论文
IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING, 2021, 卷号: 8, 期号: 2, 页码: 1399-1413
作者:  Xie, Kun;  Pei, Shuyu;  Wang, Xin;  Shi, Wen;  Xie, Gaogang;  Li, Kenli;  Li, Yanbiao;  Wen, Jigang
收藏  |  浏览/下载：26/0  |  提交时间：2021/12/01
Monitoring  High-speed networks  Standards  IP networks  Indexes  Hash functions  Arrays  Bloom filter  per-flow state monitoring