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Adaptive dendritic plasticity in brain-inspired dynamic neural networks for enhanced multi-timescale feature extraction 期刊论文
NEURAL NETWORKS, 2026, 卷号: 194, 页码: 15
作者:  Mao, Jiayi;  Zheng, Hanle;  Yin, Huifeng;  Fan, Hanxiao;  Mei, Lingrui;  Guo, Hao;  Li, Yao;  Wu, Jibin;  Pei, Jing;  Deng, Lei
收藏  |  浏览/下载：5/0  |  提交时间：2025/12/03
Brain-inspired neural networks  Dendritic heterogeneity LIM neurons  Adaptive dendritic plasticity  Multi-timescale feature extraction  
GRACE: An End-to-End Graph Processing Accelerator on FPGA With Graph Reordering Engine 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2025, 卷号: 44, 期号: 10, 页码: 3816-3829
作者:  Fan, Haishuang;  Meng, Rui;  Sun, Qichu;  Wu, Jingya;  Lu, Wenyan;  Li, Xiaowei;  Yan, Guihai
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Field programmable gate arrays  Redundancy  Indexes  Graphics processing units  Central Processing Unit  Integrated circuit modeling  Computational modeling  Engines  Design automation  Data models  Accelerator  FPGA  Graph processing  
Co-ViSu: Accelerating Video Super-Resolution With Codec Information Reuse 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2025, 卷号: 44, 期号: 9, 页码: 3451-3464
作者:  Fan, Haishuang;  Sun, Qichu;  Wu, Jingya;  Lu, Wenyan;  Li, Xiaowei;  Yan, Guihai
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Binary sequences  Streaming media  Decoding  Artificial neural networks  Superresolution  Kernel  Engines  Design automation  Video codecs  Throughput  Accelerator  codec  FPGA  super-resolution (SR)  
KPU: Kernel Processing Unit for in-Memory Analytical Query Processing 期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2025, 卷号: 74, 期号: 8, 页码: 2702-2716
作者:  Wu, Jingya;  Lu, Wenyan;  Fan, Haishuang;  Kong, Hao;  Li, Xiaowei;  Yan, Guihai
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Kernel  Bandwidth  Hardware  Central Processing Unit  Query processing  Programming  Parallel processing  Computers  Satellites  Database  domain-specific computer architecture  programmability  SQL  SQL  
Ten Challenging Problems in Federated Foundation Models 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2025, 卷号: 37, 期号: 7, 页码: 4314-4337
作者:  Fan, Tao;  Gu, Hanlin;  Cao, Xuemei;  Chan, Chee Seng;  Chen, Qian;  Chen, Yiqiang;  Feng, Yihui;  Gu, Yang;  Geng, Jiaxiang;  Luo, Bing;  Liu, Shuoling;  Ong, Win Kent;  Ren, Chao;  Shao, Jiaqi;  Sun, Chuan;  Tang, Xiaoli;  Tae, Hong Xi;  Tong, Yongxin;  Wei, Shuyue;  Wu, Fan;  Xi, Wei;  Xu, Mingcong;  Yang, He;  Yang, Xin;  Yan, Jiangpeng;  Yu, Hao;  Yu, Han;  Zhang, Teng;  Zhang, Yifei;  Zhang, Xiaojin;  Zheng, Zhenzhe;  Fan, Lixin;  Yang, Qiang
收藏  |  浏览/下载：6/0  |  提交时间：2025/12/03
Frequency modulation  Foundation models  Privacy  Optimization  Adaptation models  Watermarking  Knowledge transfer  Training  Fans  Data privacy  Federated foundation models (FedFMs)  federated learning  foundation models  large language models  privacy-preserving Ai  
Revisiting Edge Perturbation for Graph Neural Network in Graph Data Augmentation and Attack 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2025, 卷号: 37, 期号: 7, 页码: 4225-4238
作者:  Liu, Xin;  Zhang, Yuxiang;  Wu, Meng;  Yan, Mingyu;  He, Kun;  Yan, Wei;  Pan, Shirui;  Ye, Xiaochun;  Fan, Dongrui
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Perturbation methods  Graph neural networks  Image edge detection  Data augmentation  Accuracy  Training  Measurement  Optimization  Detectors  World Wide Web  Edge perturbation  graph neural network  graph data augmentation  graph data attack  
PhysCL: Knowledge-Aware Contrastive Learning of Physiological Signal Models for Cuff-Less Blood Pressure Estimation 期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2025, 卷号: 29, 期号: 7, 页码: 4728-4740
作者:  Liu, Renju;  Shen, Jianfei;  Gu, Yang;  Chen, Yiqiang;  Zhang, Jiling;  Wu, Qingyu;  Xu, Chenyang;  Fan, Feiyi
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Blood pressure  Physiology  Contrastive learning  Data augmentation  Semantics  Feature extraction  Estimation  Time series analysis  Training  Data models  Blood pressure estimation  physiological signal processing  representation learning  self-supervised learning  
DFU-E: A Dataflow Architecture for Edge DSP and AI Applications 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2025, 卷号: 36, 期号: 6, 页码: 1100-1114
作者:  Li, Wenming;  Fan, Zhihua;  Liu, Tianyu;  Wang, Zhen;  Wu, Haibin;  Wu, Meng;  Zhang, Kunming;  Liu, Yanhuan;  Sun, Ninghui;  Ye, Xiaochun;  Fan, Dongrui
收藏  |  浏览/下载：38/0  |  提交时间：2025/06/25
Artificial intelligence  Hardware  Edge computing  Computer architecture  Computational modeling  Single instruction multiple data  Energy efficiency  Target recognition  Radar polarimetry  Real-time systems  Dataflow architecture  edge computing  digital signal processing  AI  multi-layer dataflow mechanism  
OptiFX: Automatic Optimization for Convolutional Neural Networks with Aggressive Operator Fusion on GPUs 期刊论文
ACM TRANSACTIONS ON ARCHITECTURE AND CODE OPTIMIZATION, 2025, 卷号: 22, 期号: 2, 页码: 27
作者:  Wang, Xueying;  Li, Shigang;  Qian, Hao;  Luo, Fan;  Hao, Zhaoyang;  Wu, Tong;  Xu, Ruiyuan;  Cui, Huimin;  Feng, Xiaobing;  Li, Guangli
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Deep learning systems  convolutional neural networks  operator fusion  
FEMASF: An SVD-Based Algorithm for Accurately Estimating the Mounting Angle and Scale Factor 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2025, 卷号: 26, 期号: 4, 页码: 4504-4516
作者:  Ning, Bokun;  Luo, Haiyong;  Bao, Linfeng;  Zhao, Fang;  Wu, Fan
收藏  |  浏览/下载：13/0  |  提交时间：2025/06/25
Estimation  Accuracy  Parameter estimation  Convergence  Odometers  Heuristic algorithms  Navigation  Global navigation satellite system  Kalman filters  Closed-form solutions  GNSS/INS positioning  ODO/NHC  IMU mounting angle  odometer scale factor  singular value decomposition(SVD)  Sage-Husa