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Transformer-based stroke relation encoding for online handwriting and sketches 期刊论文
PATTERN RECOGNITION, 2024, 卷号: 148, 页码: 13
作者:  Liu, Jing-Yu;  Zhang, Yan-Ming;  Yin, Fei;  Liu, Cheng-Lin
收藏  |  浏览/下载：36/0  |  提交时间：2024/02/22
Online stroke classification  Handwritten document analysis  Diagram recognition  Sketch semantic segmentation  Position encoding in transformer  
EEG-FRM: a neural network based familiar and unfamiliar face EEG recognition method 期刊论文
COGNITIVE NEURODYNAMICS, 2024, 页码: 14
作者:  Chen, Chao;  Fan, Lingfeng;  Gao, Ying;  Qiu, Shuang;  Wei, Wei;  He, Huiguang
收藏  |  浏览/下载：13/0  |  提交时间：2024/03/27
Familiar/unfamiliar face recognition  Electroencephalogram (EEG)  Convolutional neural network  Attention module  Supervised contrastive learning  
Exploiting nonlinear dendritic adaptive computation in training deep Spiking Neural Networks 期刊论文
NEURAL NETWORKS, 2024, 卷号: 170, 页码: 190-201
作者:  Shen, Guobin;  Zhao, Dongcheng;  Zeng, Yi
收藏  |  浏览/下载：30/0  |  提交时间：2024/02/22
Dendritic Nonlinearity  Dendritic Spatial Gating Module  Dendritic Temporal Adjust Module  Spiking Neural Networks  
ADFCNN: Attention-Based Dual-Scale Fusion Convolutional Neural Network for Motor Imagery Brain-Computer Interface 期刊论文
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2024, 卷号: 32, 页码: 154-165
作者:  Tao, Wei;  Wang, Ze;  Wong, Chi Man;  Jia, Ziyu;  Li, Chang;  Chen, Xun;  Chen, C. L. Philip;  Wan, Feng
收藏  |  浏览/下载：22/0  |  提交时间：2024/03/26
Convolutional neural networks (CNNs)  motor imagery (MI)  brain-computer interface (BCI)  self-attention mechanism  
Attentional Composition Networks for Long-Tailed Human Action Recognition 期刊论文
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2024, 卷号: 20, 期号: 1, 页码: 18
作者:  Wang, Haoran;  Wang, Yajie;  Yu, Baosheng;  Zhan, Yibing;  Yuan, Chunfeng;  Yang, Wankou
收藏  |  浏览/下载：91/0  |  提交时间：2023/11/15
Compositional learning  long tail  few-shot  zero-shot  action recognition  
\MetaEmotionNet: Spatial-Spectral-Temporal-Based Attention 3-D Dense Network With Meta-Learning for EEG Emotion Recognition 期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2024, 卷号: 73, 页码: 13
作者:  Ning, Xiaojun;  Wang, Jing;  Lin, Youfang;  Cai, Xiyang;  Chen, Haobin;  Gou, Haijun;  Li, Xiaoli;  Jia, Ziyu
收藏  |  浏览/下载：5/0  |  提交时间：2024/03/26
Affective computing  attention mechanism  electroencephalogram (EEG)  emotion recognition  meta-learning  
BSS-TFNet: Attention-Enhanced Background Signal Suppression Network for Time-Frequency Spectrum in Magnetic Particle Imaging 期刊论文
IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE, 2023, 页码: 15
作者:  Wei, Zechen;  Liu, Yanjun;  Zhu, Tao;  Yang, Xin;  Tian, Jie;  Hui, Hui
收藏  |  浏览/下载：36/0  |  提交时间：2024/02/22
Magnetic particle imaging  deep learning  self-attention mechanism  time-frequency spectrum  background signal  
Tri-HGNN: Learning triple policies fused hierarchical graph neural networks for pedestrian trajectory prediction 期刊论文
PATTERN RECOGNITION, 2023, 卷号: 143, 页码: 11
作者:  Zhu, Wenjun;  Liu, Yanghong;  Wang, Peng;  Zhang, Mengyi;  Wang, Tian;  Yi, Yang
收藏  |  浏览/下载：63/0  |  提交时间：2023/11/17
Trajectory prediction  Hierarchical policy  Graph neural networks  
SOTVerse: A User-Defined Task Space of Single Object Tracking 期刊论文
International Journal of Computer Vision, 2023, 页码: 1-59
作者:  Shiyu, Hu;  Xin, Zhao;  Kaiqi Huang
Adobe PDF(53048Kb)  |  收藏  |  浏览/下载：40/4  |  提交时间：2024/01/22
Single object tracking  Experimental environment  Evaluation system  Performance analysis  
A multimodal approach to estimating vigilance in SSVEP-based BCI 期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2023, 卷号: 225, 页码: 16
作者:  Wang, Kangning;  Qiu, Shuang;  Wei, Wei;  Zhang, Yukun;  Wang, Shengpei;  He, Huiguang;  Xu, Minpeng;  Jung, Tzyy-Ping;  Ming, Dong
收藏  |  浏览/下载：84/0  |  提交时间：2023/11/17
Vigilance estimation  Brain -computer interface (BCI)  Graph neural network  Electroencephalogram (EEG)  Steady-state visual evoked potential (SSVEP)  Multimodal fusion