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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  
Enhanced Dual-Pattern Matching With Vision-Language Representation for Out-of-Distribution Detection 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2025, 卷号: 47, 期号: 11, 页码: 9673-9687
作者:  Xiang, Xiang;  Xu, Zhuo;  Zhang, Zihan;  Zeng, Zhigang;  Chen, Xilin
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Visualization  Adaptation models  Training  Data models  Computational modeling  Feature extraction  Pattern matching  Tuning  Robustness  Data mining  OOD detection  vision-language models  
SED-MVS: Segmentation-Driven and Edge-Aligned Deformation Multi-View Stereo With Depth Restoration and Occlusion Constraint 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2025, 卷号: 35, 期号: 11, 页码: 11244-11257
作者:  Yuan, Zhenlong;  Yang, Zhidong;  Cai, Yujun;  Wu, Kuangxin;  Liu, Mufan;  Zhang, Dapeng;  Jiang, Hao;  Li, Zhaoxin;  Wang, Zhaoqi
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Deformation  Image reconstruction  Costs  Image edge detection  Image segmentation  Reliability  Three-dimensional displays  Image restoration  Feature extraction  Electronic mail  Multi-view stereo  3D reconstruction  segmentation  patch deformation  occlusion  
SiHGNN: Leveraging Properties of Semantic Graphs for Efficient HGNN Acceleration 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2025, 卷号: 44, 期号: 9, 页码: 3490-3503
作者:  Xue, Runzhen;  Yan, Mingyu;  Han, Dengke;  Xiao, Ziheng;  Tang, Zhimin;  Ye, Xiaochun;  Fan, Dongrui
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Semantics  Layout  Graph neural networks  Optimization  Vectors  Graphics processing units  Feature extraction  Design automation  Training  Hardware acceleration  Graph neural network (GNN)  hardware accelerator  heterogeneous graph neural network (HGNN)  semantic graph  
A 36 mJ/Inf Convolution Accelerator With Reduced Memory Access and Regrouped Sparse Kernels for Environment Sound Classification on Edge Devices 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, 2025, 卷号: 72, 期号: 9, 页码: 1258-1262
作者:  Feng, Lichen;  Wang, Tao;  Cai, Rundong;  Min, Feng;  Zhu, Zhangming
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Accuracy  Convolution  Kernel  Computational modeling  Shape  Feature extraction  Timing  Frequency modulation  Power demand  Pipelines  Convolution accelerator  depthwise separable pipeline  environment sound classification  sparse kernel  
Bi-Modality Individual-Aware Prompt Tuning for Visual-Language Model 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2025, 卷号: 47, 期号: 8, 页码: 6352-6368
作者:  Yao, Hantao;  Zhang, Rui;  Lyu, Huaihai;  Zhang, Yongdong;  Xu, Changsheng
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Tuning  Visualization  Training  Adaptation models  Hands  Feature extraction  Data models  Artificial intelligence  Transformers  Data mining  Prompt tuning  individual-aware prompt tuning  bi-modality prompt tuning  visual-language model  
DM-IDS-A Network Intrusion Detection Method Based on Dual-Modal Fusion 期刊论文
IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, 2025, 卷号: 22, 期号: 4, 页码: 3646-3661
作者:  Zha, Chao;  Wang, Zhiyu;  Fan, Yifei;  Bai, Bing;  Zhang, Yinjie;  Shi, Sainan;  Zhang, Ruyun
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Feature extraction  Payloads  Network intrusion detection  Telecommunication traffic  Vectors  Graph neural networks  Radio frequency  Data mining  Training  Technological innovation  Intrusion detection  flow modal  payload modal  bilinear fusion  semantic  
Modeling Multi-Granularity Context Information Flow for Pavement Crack Detection 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2025, 卷号: 26, 期号: 7, 页码: 9165-9174
作者:  Pang, Junbiao;  Xiong, Baocheng;  Wu, Jiaqi;  Huang, Qingming
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Feature extraction  Semantics  Heating systems  Context modeling  Noise  Convolution  Asphalt  Semantic segmentation  YOLO  Training  Crack detection  context information  multi-scale  spatial structure  
Query-Aware Semantic Encoder-Based Resource Allocation in Task-Oriented Communications 期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2025, 卷号: 24, 期号: 7, 页码: 6413-6429
作者:  Cai, Qing;  Zhou, Yiqing;  Liu, Ling;  Yu, Hanxiao;  Wu, Yihao;  Shi, Ningzhe;  Shi, Jinglin
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Semantics  Receivers  Generators  Feature extraction  Costs  Transmitters  Decoding  Data mining  Bandwidth  Vectors  Semantic encoder  Task-oriented communications  Relevance-based data selection and bandwidth allocation  Deep reinforcement learning  
Multi-Modal Deep Representation Learning Accurately Identifies and Interprets Drug-Target Interactions 期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2025, 卷号: 29, 期号: 7, 页码: 5350-5360
作者:  Hu, Jiayue;  Liu, Yuhang;  Zeng, Xiangxiang;  Zou, Quan;  Su, Ran;  Wei, Leyi
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Proteins  Drugs  Three-dimensional displays  Training  Feature extraction  Data models  Data mining  Bioinformatics  Deep learning  Contrastive learning  Drug-target interaction  multi-modal learning  molecular representation