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3rd HBAI@IJCAI 2022: Vienna, Austria
- Xiaomin Ying
:
Human Brain and Artificial Intelligence - Third International Workshop, HBAI 2022, Held in Conjunction with IJCAI-ECAI 2022,Vienna, Austria, July 23, 2022, Revised Selected Papers. Communications in Computer and Information Science 1692, Springer 2023, ISBN 978-981-19-8221-7
AI for Brain Related Data Analysis
- Weiguo Zhang, Lin Lu, Abdelkader Nasreddine Belkacem, Jiaxin Zhang, Penghai Li, Jun Liang, Changming Wang, Chao Chen:
Classification of EEG Signals Based on GA-ELM Optimization Algorithm. 3-14 - Huaqin Sun, Yu Qi, Yueming Wang:
Delving into Temporal-Spectral Connections in Spike-LFP Decoding by Transformer Networks. 15-29 - Rongkai Zhang, Libin Hou, Runnan Lu, Linyuan Wang, Li Tong, Ying Zeng, Bin Yan:
A Mask Image Recognition Attention Network Supervised by Eye Movement. 30-38 - Yan Cui, Wuque Cai, Tianyao Long, Hongze Sun
DFC-SNN: A New Approach for the Recognition of Brain States by Fusing Brain Dynamics and Spiking Neural Network. 39-49 - Min Xia, Yihan Wu, Daqing Guo, Yangsong Zhang:
DSNet: EEG-Based Spatial Convolutional Neural Network for Detecting Major Depressive Disorder. 50-59 - Ziyu Zhao, Hui Shen, Dewen Hu, Kerang Zhang:
SE-1DCNN-LSTM: A Deep Learning Framework for EEG-Based Automatic Diagnosis of Major Depressive Disorder and Bipolar Disorder. 60-72 - Hongyuan Xuan, Jing Liu
Emotion Recognition from EEG Using All-Convolution Residual Neural Network. 73-85 - Yage Wu, Yadi Chen, Rui Zhang:
Salient Object Detection with Fusion of RGB Image and Eye Tracking Data. 86-98 - Qiquan Cui
Multi-source Domain Adaptation Based on Data Selector with Soft Actor-Critic. 99-109 - Youzhi Qu
Transfer Learning to Decode Brain States Reflecting the Relationship Between Cognitive Tasks. 110-122
AI and Brain Interface
- Yuqing He, Bin Hao, Abdelkader Nasreddine Belkacem, Jiaxin Zhang, Penghai Li, Jun Liang, Changming Wang, Chao Chen:
Brain Network Analysis of Hand Motor Execution and Imagery Based on Conditional Granger Causality. 125-134 - Nianming Ban, Chao Qu, Daqin Feng, Jiahui Pan:
A Hybrid Brain-Computer Interface for Smart Car Control. 135-147 - Yulin Li, Hui Shen, Dewen Hu:
A Spiking Neural Network for Brain-Computer Interface of Four Classes Motor Imagery. 148-160 - Gaobo Tan, Jinming Gai, Ruihan Guo, Guiying Zhang, Qiang Lin, Zhenghui Hu:
Virtual Drone Control Using Brain-Computer Interface Based on Motor Imagery Brain Magnetic Fields. 161-171 - Yiling Huang, Banghua Yang, Zhaokun Wang, Yuan Yao, Mengdie Xu, Xinxing Xia:
Brain Controlled Manipulator System Based on Improved Target Detection and Augmented Reality Technology. 172-182 - Feng He
Optimization of Stimulus Color for SSVEP-Based Brain-Computer Interfaces in Mixed Reality. 183-191
Brain Related Research
- Xuelian Ge, Jian Weng, Xiao Han, Feiyan Chen:
White Matter Maturation and Hemispheric Asymmetry During Childhood Based on Chinese Population. 195-207 - Jiaheng Wang, Mengyi Bao, Wenyu Li, Ji Wang, Kewen Jiang, Lin Yao, Yueming Wang:
A Digital Gaming Intervention Combing Multitasking and Alternating Attention for ADHD: A Preliminary Study. 208-219 - Xiaolin Xiao
A BCI Speller with 120 Commands Encoded by Hybrid P300 and SSVEP Features. 220-228
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