Hierarchical Convolutional Neural Networks for EEG-Based Emotion Recognition

Transfer Learning in Brain-Computer Interfaces Abstract\uFFFDThe performance of brain-computer interfaces (BCIs) improves with the amount of avail

(2016) Vinay Jayaram et al.   IEEE Computational Intelligence Magazine

A multiwavelet-based time-varying model identification approach for time–frequency analysis of EEG signals

(2016) Yang Li et al.   NEUROCOMPUTING

Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks

(2015) Wei-Long Zheng et al.   IEEE Transactions on Autonomous Mental Development

In-Flight Automatic Detection of Vigilance States Using a Single EEG Channel

(2014) F. Sauvet et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

EEG-Based Emotion Recognition Using Deep Learning Network with Principal Component Based Covariate Shift Adaptation

(2014) Suwicha Jirayucharoensak et al.   TheScientificWorldJOURNAL

Transferring Subspaces Between Subjects in Brain--Computer Interfacing

(2013) Wojciech Samek et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Emotional state classification from EEG data using machine learning approach

(2013) Xiao-Wei Wang et al.   NEUROCOMPUTING

EEG-Based Classification of Music Appraisal Responses Using Time-Frequency Analysis and Familiarity Ratings

(2013) S. K. Hadjidimitriou et al.   IEEE Transactions on Affective Computing

EEG-based vigilance estimation using extreme learning machines

(2012) Li-Chen Shi et al.   NEUROCOMPUTING

Regularizing Common Spatial Patterns to Improve BCI Designs: Unified Theory and New Algorithms

(2010) Fabien Lotte et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Optimal Arousal Identification and Classification for Affective Computing Using Physiological Signals: Virtual Reality Stroop Task

(2010) Dongrui Wu et al.   IEEE Transactions on Affective Computing

Composite Common Spatial Pattern for Subject-to-Subject Transfer

(2009) Hyohyeong Kang et al.   IEEE SIGNAL PROCESSING LETTERS

A Survey on Transfer Learning

(2009) Sinno Jialin Pan et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Subject-independent mental state classification in single trials

(2009) Siamac Fazli et al.   NEURAL NETWORKS