Description
This book constitutes the refereed proceedings of the Third International Workshop on Human Brain and Artificial Intelligence, HBAI 2022, held in conjunction with IJCAI-ECAI 2022, Vienna, Austria, on July 23, 2022.
Table of 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.
