A new data augmentation convolutional neural network for human emotion recognition based on ECG signals

An On-Chip Processor for Chronic Neurological Disorders Assistance Using Negative Affectivity Classification

(2020) Abdul Rehman Aslam et al.   IEEE Transactions on Biomedical Circuits and Systems

CNN and LSTM-Based Emotion Charting Using Physiological Signals

(2020) Muhammad Najam Dar et al.   SENSORS

An enhanced fitness function to recognize unbalanced human emotions data

(2020) Divya Acharya et al.   EXPERT SYSTEMS WITH APPLICATIONS

Heart rate variability monitoring for emotion and disorders of emotion

(2019) Jianping Zhu et al.   PHYSIOLOGICAL MEASUREMENT

A novel data augmentation method to enhance deep neural networks for detection of atrial fibrillation

(2019) Ping Cao et al.   Biomedical Signal Processing and Control

Stress and Heart Rate Variability: A Meta-Analysis and Review of the Literature

(2018) Hye-Geum Kim et al.   Psychiatry Investigation

DREAMER: A Database for Emotion Recognition Through EEG and ECG Signals From Wireless Low-cost Off-the-Shelf Devices

(2018) Stamos Katsigiannis et al.   IEEE Journal of Biomedical and Health Informatics

Differences of Heart Rate Variability Between Happiness and Sadness Emotion States: A Pilot Study

(2017) Hongyu Shi et al.   Journal of Medical and Biological Engineering

A real-time wearable emotion detection headband based on EEG measurement

(2017) Yang Wei et al.   SENSORS AND ACTUATORS A-PHYSICAL

An accurate emotion recognition system using ECG and GSR signals and matching pursuit method

(2017) Atefeh Goshvarpour et al.   Biomedical Journal

Affect representation and recognition in 3D continuous valence–arousal–dominance space

(2016) Gyanendra K Verma et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Breast cancer diagnosis using Genetically Optimized Neural Network model

(2015) Arpit Bhardwaj et al.   EXPERT SYSTEMS WITH APPLICATIONS

Recognizing Emotions Induced by Affective Sounds through Heart Rate Variability

(2015) Mimma Nardelli et al.   IEEE Transactions on Affective Computing

ECG Pattern Analysis for Emotion Detection

(2011) F. Agrafioti et al.   IEEE Transactions on Affective Computing

The Role of Nonlinear Dynamics in Affective Valence and Arousal Recognition

(2011) G. Valenza et al.   IEEE Transactions on Affective Computing

Heart Rate Variability ? A Historical Perspective

(2011) George E. Billman   Frontiers in Physiology

EMG activity in response to static and dynamic facial expressions

(2010) Krystyna Rymarczyk et al.   INTERNATIONAL JOURNAL OF PSYCHOPHYSIOLOGY

Emotion recognition based on physiological changes in music listening

(2008) Jonghwa Kim et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE