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Efficient multimodal transformer with dual-level feature restoration for robust multimodal sentiment analysis 期刊论文
IEEE Transactions on Affective Computing, 2023, 卷号: 15, 期号: 1, 页码: 1-17
作者:  Licai Sun;  Zheng Lian;  Bin Liu;  Jianhua Tao
Adobe PDF(2371Kb)  |  收藏  |  浏览/下载：68/18  |  提交时间：2024/05/31
Transformers  Robustness  Semantics  Data models  Computational modeling  Videos  Training  Multimodal sentiment analysis  unaligned and incomplete data  efficient multimodal Transformer  dual-level feature restoration  robustness  
Enhancing ENSO predictions with self-attention ConvLSTM and temporal embeddings 期刊论文
Frontiers in Marine Science, 2024, 卷号: 11, 页码: 1334210
作者:  Rui, Chuang;  Sun, Zhengya;  Zhang, Wensheng;  Liu, Anan;  Wei, Zhiqiang
Adobe PDF(14474Kb)  |  收藏  |  浏览/下载：42/11  |  提交时间：2024/05/28
El Niño-Southern Oscillation (ENSO)  deep learning for ENSO prediction  self-attention ConvLSTM  temporal embeddings  spring prediction barrier  
Shape-changing electrode array for minimally invasive large-scale intracranial brain activity mapping 期刊论文
NATURE COMMUNICATIONS, 2024, 卷号: 15, 期号: 1, 页码: 16
作者:  Wei, Shiyuan;  Jiang, Anqi;  Sun, Hongji;  Zhu, Jingjun;  Jia, Shengyi;  Liu, Xiaojun;  Xu, Zheng;  Zhang, Jing;  Shang, Yuanyuan;  Fu, Xuefeng;  Li, Gen;  Wang, Puxin;  Xia, Zhiyuan;  Jiang, Tianzi;  Cao, Anyuan;  Duan, Xiaojie
收藏  |  浏览/下载：106/0  |  提交时间：2024/03/13
Graph meets probabilistic generation model: A new perspective for graph disentanglement 期刊论文
PATTERN RECOGNITION, 2024, 卷号: 148, 页码: 11
作者:  Peng, Zouzhang;  Zheng, Shuai;  Zhu, Zhenfeng;  Liu, Zhizhe;  Cheng, Jian;  Dong, Honghui;  Zhao, Yao
收藏  |  浏览/下载：92/0  |  提交时间：2024/02/22
Graph representation learning  Graph disentanglement  Probabilistic generation model  
A new super-predefined-time convergence and noise-tolerant RNN for solving time-variant linear matrix-vector inequality in noisy environment and its application to robot arm 期刊论文
NEURAL COMPUTING & APPLICATIONS, 2023, 页码: 17
作者:  Zheng, Boyu;  Yue, Chong;  Wang, Qianqian;  Li, Chunquan;  Zhang, Zhijun;  Yu, Junzhi;  Liu, Peter X.
收藏  |  浏览/下载：68/0  |  提交时间：2024/02/22
Linear matrix-vector inequality  Recurrent neural network  Robustness  Time-variant problem  Convergence  
Temporal dendritic heterogeneity incorporated with spiking neural networks for learning multi-timescale dynamics 期刊论文
NATURE COMMUNICATIONS, 2024, 卷号: 15, 期号: 1, 页码: 20
作者:  Zheng, Hanle;  Zheng, Zhong;  Hu, Rui;  Xiao, Bo;  Wu, Yujie;  Yu, Fangwen;  Liu, Xue;  Li, Guoqi;  Deng, Lei
收藏  |  浏览/下载：90/0  |  提交时间：2024/02/21
Advancements in Humanoid Robots: A Comprehensive Review and Future Prospects 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 301-328
作者:  Yuchuang Tong;  Haotian Liu;  Zhengtao Zhang
Adobe PDF(7587Kb)  |  收藏  |  浏览/下载：173/51  |  提交时间：2024/01/23
Future trends and challenges  humanoid robots  human-robot interaction  key technologies  potential applications  
Artificial intelligence for automatic surgical phase recognition of laparoscopic gastrectomy in gastric cancer 期刊论文
INTERNATIONAL JOURNAL OF COMPUTER ASSISTED RADIOLOGY AND SURGERY, 2023, 页码: 9
作者:  Zhai, Yuhao;  Chen, Zhen;  Zheng, Zhi;  Wang, Xi;  Yan, Xiaosheng;  Liu, Xiaoye;  Yin, Jie;  Wang, Jinqiao;  Zhang, Jun
收藏  |  浏览/下载：130/0  |  提交时间：2023/12/21
Artificial intelligence  Gastric cancer  Surgical phase  
A Pressure-Based High-Quality Wrist Pulse Measurement System With an Application in Emotion Analysis 期刊论文
IEEE SENSORS JOURNAL, 2023, 卷号: 23, 期号: 18, 页码: 21821-21831
作者:  Liu, Zeyu;  Cheng, Long;  Li, Zhengwei
收藏  |  浏览/下载：90/0  |  提交时间：2023/12/21
Emotion analysis  photoelectric effect  pressure sensor  pulse  pulse wave assessment  wearable devices  
A novel infrared spectral preprocessing method based on self-deconvolution and differentiation in the frequency domain 期刊论文
VIBRATIONAL SPECTROSCOPY, 2023, 卷号: 127, 页码: 11
作者:  Shan, Peng;  Liu, Junyi;  He, Zhonghai;  Peng, Silong;  Wang, Fei;  Liu, Chengzhao;  Zhou, Zheng
收藏  |  浏览/下载：160/0  |  提交时间：2023/11/17
Spectral preprocessing  Quantitative analysis  Fourier transform Infrared spectroscopy