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Emotion recognition from single-channel EEG signals using a two-stage correlation and instantaneous frequency-based filtering method

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References

1994Measuring emotion: The self-assessment manikin and the semantic differential9,531 cited
2011DEAP: A Database for Emotion Analysis ;Using Physiological Signals5,082 cited
2017DREAMER: A Database for Emotion Recognition Through EEG and ECG Signals From Wireless Low-cost Off-the-Shelf Devices1,130 cited
2008Emotion recognition based on physiological changes in music listening1,085 cited
2010EEG-Based Emotion Recognition in Music Listening1,023 cited
2003Speech emotion recognition using hidden Markov models920 cited
2009Emotion Recognition From EEG Using Higher Order Crossings687 cited
2000FEELTRACE: an instrument for recording perceived emotion in real time539 cited
2010Classification of human emotion from EEG using discrete wavelet transform436 cited
2006Emotion Assessment: Arousal Evaluation Using EEG’s and Peripheral Physiological Signals385 cited
2009Short-term emotion assessment in a recall paradigm368 cited
2018Domain Adaptation Techniques for EEG-Based Emotion Recognition: A Comparative Study on Two Public Datasets359 cited
2016Multichannel EEG-Based Emotion Recognition via Group Sparse Canonical Correlation Analysis303 cited
2011EEG-Based Emotion Recognition Using Frequency Domain Features and Support Vector Machines273 cited

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2010Toward Emotion Aware Computing: An Integrated Approach Using Multichannel Neurophysiological Recordings and Affective Visual Stimuli248 cited

2016Human emotion recognition and analysis in response to audio music using brain signals223 cited

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2020Physiological-signal-based emotion recognition: An odyssey from methodology to philosophy78 cited
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2023Comprehensive Analysis of Feature Extraction Methods for Emotion Recognition from Multichannel EEG Recordings73 cited
2020An Evolutionary Optimized Variational Mode Decomposition for Emotion Recognition70 cited
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2022Single-Channel Selection for EEG-Based Emotion Recognition Using Brain Rhythm Sequencing63 cited
2022TMLP+SRDANN: A domain adaptation method for EEG-based emotion recognition60 cited
2020Classification of emotions from EEG signals using time‐order representation based on the S‐transform and convolutional neural network55 cited
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