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Cover image for 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
Title:
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
Author:
Ying, Xiaomin. editor.
ISBN:
9789811982224
Edition:
1st ed. 2023.
Physical Description:
XI, 230 p. 101 illus., 86 illus. in color. online resource.
Series:
Communications in Computer and Information Science, 1692
Contents:
AI for brain related data analysis -- Classification of EEG signals based on GA-ELM Optimization algorithm -- Delving into Temporal-Spectral Connections in Spike-LFP Decoding by Transformer Networks -- A Mask Image Recognition Attention Network Supervised by Eye Movement -- DFC-SNN: A new approach for the recognition of brain states by fusing brain dynamics and spiking neural network -- DSNet: EEG-Based Spatial Convolutional Neural Network for Detecting Major Depressive Disorder -- SE-1DCNN-LSTM: A Deep Learning Framework for EEG-based Automatic Diagnosis of Major Depressive Disorder and Bipolar Disorder -- Emotion Recognition from EEG Using All-Convolution Residual Neural Network -- Salient Object Detection With Fusion of RGB Image and Eye Tracking Data -- Multi-Source Domain Adaptation Based on Data Selector with Soft Actor-Critic -- Transfer learning to decode brain states reflecting the relationship between cognitive tasks -- AIand brain interface -- Brain network analysis of hand motor execution and imagery based on conditional Granger causality -- A Hybrid Brain-Computer Interface for Smart Car Control -- A spiking neural network for brain-computer interface of four classes motor imagery -- Virtual Drone Control Using Brain-Computer Interface based on Motor Imagery Brain Magnetic Fields -- Brain controlled manipulator system based on improved target detection and Augmented Reality technology -- Optimization of stimulus color for SSVEP-based brain-computer interfaces in mixed reality -- Brain related research -- White matter maturation and hemispheric asymmetry during childhood based on Chinese population -- A Digital Gaming Intervention Combing Multitasking and Alternating Attention for ADHD: a preliminary study -- A BCI speller with 120 commands encoded by hybrid P300 and SSVEP features.
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