Fear Level Classification Based on Emotional Dimensions and Machine Learning Techniques

Investigating EEG Patterns for Dual-Stimuli Induced Human Fear Emotional State

(2019) Naveen Masood et al.   SENSORS

Randomness in neural networks: an overview

(2017) Simone Scardapane et al.   Wiley Interdisciplinary Reviews-Data Mining and Knowledge Discovery

Stochastic Configuration Networks: Fundamentals and Algorithms

(2017) Dianhui Wang et al.   IEEE Transactions on Cybernetics

Improving BCI-based emotion recognition by combining EEG feature selection and kernel classifiers

(2016) John Atkinson et al.   EXPERT SYSTEMS WITH APPLICATIONS

Evaluation of Fear Using Nonintrusive Measurement of Multimodal Sensors

(2015) Jong-Suk Choi et al.   SENSORS

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

EEG-based emotion estimation using Bayesian weighted-log-posterior function and perceptron convergence algorithm

(2013) Hyun Joong Yoon et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Emotion Assessment From Physiological Signals for Adaptation of Game Difficulty

(2011) G. Chanel et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART A-SYSTEMS AND HUMANS

Real-time EEG-based emotion recognition for music therapy

(2011) Olga Sourina et al.   Journal on Multimodal User Interfaces

A Multimodal Database for Affect Recognition and Implicit Tagging

(2011) M. Soleymani et al.   IEEE Transactions on Affective Computing

DEAP: A Database for Emotion Analysis ;Using Physiological Signals

(2011) S. Koelstra et al.   IEEE Transactions on Affective Computing

EEG-Based Emotion Recognition in Music Listening

(2010) Yuan-Pin Lin et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

OpenViBE: An Open-Source Software Platform to Design, Test, and Use Brain–Computer Interfaces in Real and Virtual Environments

(2010) Yann Renard et al.   PRESENCE-TELEOPERATORS AND VIRTUAL ENVIRONMENTS

EEG theta/beta ratio in relation to fear-modulated response-inhibition, attentional control, and affective traits

(2009) Peter Putman et al.   BIOLOGICAL PSYCHOLOGY

Emotion Recognition From EEG Using Higher Order Crossings

(2009) P.C. Petrantonakis et al.   IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE

A Framework Combining Delta Event-Related Oscillations (EROs) and Synchronisation Effects (ERD/ERS) to Study Emotional Processing

(2009) Manousos A. Klados et al.   Computational Intelligence and Neuroscience

A spectralanalytic approach to emotional responses evoked through picture presentation

(2008) Rene J. Huster et al.   INTERNATIONAL JOURNAL OF PSYCHOPHYSIOLOGY

Exogenous Testosterone Enhances Responsiveness to Social Threat in the Neural Circuitry of Social Aggression in Humans

(2007) Erno J. Hermans et al.   BIOLOGICAL PSYCHIATRY