EEG-based emotion recognition using 4D convolutional recurrent neural network

Fangyao Shen, Guojun Dai, Guang Lin, +3

Cognitive Neurodynamics

Eeg-based Emotion RecognitionNeuroinformaticsEeg Signal ProcessingAffective NeuroscienceAffective Computing +5

EEG classification of driver mental states by deep learning

Hong Zeng, Yang Chen, Guojun Dai, +3

Cognitive Neurodynamics

NeuroinformaticsEeg Signal ProcessingAffective ComputingEeg ClassificationNeuroimaging +5

ReliefF-Based EEG Sensor Selection Methods for Emotion Recognition

Jianhai Zhang, Ming Chen, Shaokai Zhao, +3

Sensors

BiofeedbackEeg Sensor ChannelsAffective NeuroscienceWearable TechnologyElectroencephalography +16

Simulation of retinal ganglion cell response using fast independent component analysis

Guanzheng Wang, Rubin Wang, Wanzheng Kong, +1

Cognitive Neurodynamics

Ganglion CellRetinaOphthalmologyPhysiological OpticComputational Neuroscience +5

Improved Domain Adaptation Network Based on Wasserstein Distance for Motor Imagery EEG Classification

Qingshan She, Tie Chen, Feng Fang, +3

IEEE Transactions on Neural Systems and Rehabilitation Engineering

EngineeringMachine LearningMi ClassificationNeurologyMotor Neuroscience +17

Single-trial EEG emotion recognition using Granger Causality/Transfer Entropy analysis

Yunyuan Gao, Xiangkun Wang, Thomas Potter, +2

Journal of Neuroscience Methods

Eeg Signal ProcessingAffective NeuroscienceAffective ComputingNeuroimagingSocial Sciences +4

Deep Multimodal Multilinear Fusion with High-order Polynomial Pooling

Ming Hou, Jiajia Tang, Jianhai Zhang, +2

Neural Information Processing Systems

Artificial IntelligenceMultilinear FusionMachine LearningEngineeringMultimodal Learning +16

A System of Driving Fatigue Detection Based on Machine Vision and Its Application on Smart Device

Wanzeng Kong, Lingxiao Zhou, Yizhi Wang, +3

Journal of Sensors

EngineeringBiometricsWearable TechnologyAdvanced Driver-assistance SystemIntelligent Systems +14

Cross-Subject Emotion Recognition Based on Domain Similarity of EEG Signal Transfer Learning

Yuliang Ma, Weicheng Zhao, Ming Meng, +3

IEEE Transactions on Neural Systems and Rehabilitation Engineering

EngineeringMachine LearningAffective NeuroscienceDomain SimilarityCopula Function Theory +18

Comparison Analysis: Granger Causality and New Causality and Their Applications to Motor Imagery

Sanqing Hu, Hui Wang, Jianhai Zhang, +3

IEEE Transactions on Neural Networks and Learning Systems

NeurolinguisticsMotor ControlAttentionCausality FlowCausal Inference +20