Emotion recognition from EEG signals by using multivariate empirical mode decomposition

The empirical mode decomposition and the Hilbert spectrum for nonlinear and non-stationary time series analysis

Norden E. Huang, Steven Long, Man‐Li C. Wu et al. · Proceedings of the Royal Society A Mathematical Physical and Engineering Sciences · 1998 · 22.9K citations · Full text

A circumplex model of affect.

James A. Russell · Journal of Personality and Social Psychology · 1980 · 15.5K citations

Circumplex Model, Behavioral Sciences, Emotional Response +9

Independent component analysis: algorithms and applications

Aapo Hyvärinen, Erkki Oja · Neural Networks · 2000 · 8.7K citations

Source Separation, Engineering, Data Science +6

DEAP: A Database for Emotion Analysis ;Using Physiological Signals

Sander Koelstra, Christian Mühl, Mohammad Soleymani et al. · IEEE Transactions on Affective Computing · 2011 · 4.6K citations · Full text

Neuropsychology, Affective Design, Affective Neuroscience +19

EEG analysis based on time domain properties

Bo Hjorth · Electroencephalography and Clinical Neurophysiology · 1970 · 1.4K citations

Eeg Analysis, Computational Neuroscience, Eeg Signal Processing +8