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Recognizing Emotions Evoked by Music Using CNN-LSTM Networks on EEG Signals

16 references·3 citing·40 second hopsampled

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References

1980A circumplex model of affect.16,320 cited
2011DEAP: A Database for Emotion Analysis ;Using Physiological Signals5,082 cited
2011A Multimodal Database for Affect Recognition and Implicit Tagging1,664 cited
2017Emotions Recognition Using EEG Signals: A Survey1,199 cited
2010EEG-Based Emotion Recognition in Music Listening1,023 cited
2017Identifying Stable Patterns over Time for Emotion Recognition from EEG995 cited
2009Emotion Recognition From EEG Using Higher Order Crossings687 cited
2015Analysis of EEG Signals and Facial Expressions for Continuous Emotion Detection555 cited
2006Emotion Assessment: Arousal Evaluation Using EEG’s and Peripheral Physiological Signals385 cited
2018Emotion Recognition from Multi-Channel EEG through Parallel Convolutional Recurrent Neural Network357 cited
2016Multichannel EEG-Based Emotion Recognition via Group Sparse Canonical Correlation Analysis303 cited
2017Audio-Visual Emotion Recognition in Video Clips269 cited
2016Human emotion recognition and analysis in response to audio music using brain signals223 cited
2020EEG-based emotion recognition using simple recurrent units network and ensemble learning193 cited
2013

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

184 cited

2019A Multi-Column CNN Model for Emotion Recognition from EEG Signals177 cited

Cited by

2022Automated Feature Extraction on AsMap for Emotion Classification Using EEG75 cited
2021Core-Brain-Network-Based Multilayer Convolutional Neural Network for Emotion Recognition61 cited
2023A spatiotemporal symmetrical transformer structure for EEG emotion recognition51 cited