JOURNAL ARTICLE
Emotion recognition in EEG signals using the continuous wavelet transform and CNNs
Oscar Almanza-ConejoDora-Luz Almanza-OjedaJose Luis Contreras-HernandezMario-Alberto Ibarra-Manzano
Year: 2022 Journal: Neural Computing and Applications Vol: 35 (2)Pages: 1409-1422 Publisher: Springer Science+Business Media
Keywords:
Pattern recognition (psychology) Computer science Artificial intelligence Convolutional neural network Feature extraction Discrete wavelet transform Electroencephalography Wavelet Wavelet transform Sign (mathematics) Feature (linguistics) Continuous wavelet transform Energy (signal processing) Computational Science and Engineering Speech recognition Machine learning Mathematics Psychology Statistics
Metrics
44
Cited By
6.90
FWCI (Field Weighted Citation Impact)
42
Refs
0.96
Citation Normalized Percentile
Is in top 1%
Is in top 10%
Citation History
Topics
EEG and Brain-Computer Interfaces
Life Sciences → Neuroscience → Cognitive Neuroscience
Emotion and Mood Recognition
Social Sciences → Psychology → Experimental and Cognitive Psychology
Blind Source Separation Techniques
Physical Sciences → Computer Science → Signal Processing
Related Documents
BOOK-CHAPTER
Emotion Recognition from Physiological Signals Using Continuous Wavelet Transform and Deep Learning
Lecture notes in computer science Year: 2022 Pages: 88-99
JOURNAL ARTICLE
Emotion Detection from ECG Signals with Continuous Wavelet Transform
Year: 2024 Pages: 1-4
JOURNAL ARTICLE
Cross-Subject Emotion Recognition Using Flexible Analytic Wavelet Transform From EEG Signals
Vipin GuptaMayur Dahyabhai ChopdaRam Bilas Pachori
Journal: IEEE Sensors Journal Year: 2018 Vol: 19 (6)Pages: 2266-2274
JOURNAL ARTICLE
Discrete Wavelet Transform coefficients for emotion recognition from EEG signals
R. E. J. YohanesWee SerGuang-Bin Huang
Year: 2012 Vol: 2012 Pages: 2251-2254