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| A Classification Framework Based on Multi-modal Features for Detection of Cognitive Impairments 会议论文
, Xi'an, 2022.12.16-2022.12.18
作者: Chen Sheng ; Xie Haiqun; Yang Hongjun; Fan Chenchen; Hou Zeng-Guang; Zhang Chutian
 Adobe PDF(974Kb) |  收藏 | 浏览/下载：8/2 | 提交时间：2024/05/29
Mild cognitive impairment EEG Machine learning |
| EEG-based Emotion Recognition Using Multiple Kernel Learning 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 5, 页码: 472-484
作者: Qian Cai; Guo-Chong Cui; Hai-Xian Wang
Adobe PDF(1939Kb) | 收藏 | 浏览/下载：14/6 | 提交时间：2024/04/23
Emotion recognition electroencephalography (EEG) multiple kernel learning machine learning brain computer interface |
| Denoised Internal Models: A Brain-inspired Autoencoder Against Adversarial Attacks 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 5, 页码: 456-471
作者: Kai-Yuan Liu; Xing-Yu Li; Yu-Rui Lai; Hang Su; Jia-Chen Wang; Chun-Xu Guo; Hong Xie; Ji-Song Guan; Yi Zhou
Adobe PDF(3203Kb) | 收藏 | 浏览/下载：17/3 | 提交时间：2024/04/23
Brain-inspired learning autoencoder robustness adversarial attack generative model |
| Exploring the Brain-like Properties of Deep Neural Networks: A Neural Encoding Perspective 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 5, 页码: 439-455
作者: Qiongyi Zhou; Changde Du; Huiguang He
Adobe PDF(7698Kb) | 收藏 | 浏览/下载：26/5 | 提交时间：2024/04/23
Convolutional neural network (CNN) vision transformer (ViT) multi-modal networks spatial-temporal networks visual neural encoding brain-like neural networks |
| Towards a New Paradigm for Brain-inspired Computer Vision 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 5, 页码: 412-424
作者: Xiao-Long Zou; Tie-Jun Huang; Si Wu
Adobe PDF(1615Kb) | 收藏 | 浏览/下载：15/1 | 提交时间：2024/04/23
Brain-inspired computer vision spatio-temporal patterns object detection object tracking object recognition |
| Second-Order Global Attention Networks for Graph Classification and Regression 会议论文
, Beijing, China, August 27-28, 2022
作者: Hu Fenyu; Cui Zeyu; Wu Shu; Liu Qiang; Wu Jinlin; Wang Liang; Tan Tieniu
Adobe PDF(69424Kb) | 收藏 | 浏览/下载：196/69 | 提交时间：2023/07/06 |
| Is the Brain Mechanism for Hierarchical Structure Building Universal Across Languages? An fMRI Study of Chinese and English 会议论文
, Abu Dhabi, United Arab Emirates, 2022
作者: Xiaohan Zhang; Shaonan Wang; Nan Lin; Chengqing Zong
 Adobe PDF(1357Kb) | 收藏 | 浏览/下载：111/32 | 提交时间：2023/06/19 |
| VigilanceNet: Decouple Intra- and Inter-Modality Learning for Multimodal Vigilance Estimation in RSVP-Based BCI 会议论文
, Lisboa, Portugal, 2022-10-10
作者: Cheng XY(程昕钰); Wei W(魏玮); Du CD(杜长德); Qiu S(邱爽); Tian SL(田三力); Ma XJ(马小军); He HG(何晖光)
Adobe PDF(2488Kb) | 收藏 | 浏览/下载：201/52 | 提交时间：2023/05/31
Vigilance Estimation Multimodal EEG EOG Rapid Serial Visual Presentation |
| Exploring the brain-like properties of deep neural networks: a neural encoding perspective 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 5, 页码: 439-455
作者: Qiongyi Zhou; Changde Du; Huiguang He
Adobe PDF(6004Kb) | 收藏 | 浏览/下载：183/40 | 提交时间：2023/01/17 |
| Dynamic Weighted Filter Bank Domain Adaptation for Motor Imagery Brain-Computer Interfaces 期刊论文
IEEE Transactions on Cognitive and Developmental Systems (TCDS), 2022, 页码: 1-1
作者: Yukun Zhang; Shuang Qiu; Wei Wei; Xuelin Ma; Huiguang H
Adobe PDF(1058Kb) | 收藏 | 浏览/下载：216/65 | 提交时间：2023/01/17 |
