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Emotion Classification from EEG Signals Using Time-Frequency-DWT Features and ANN
4 references·2 citing·23 second hop
Emotion Classification from EEG Signals Using Time-Frequency-DWT Features and ANN (2017)Emotion Classification from EEG Signals U…Discrete Wavelet Transform coefficients for emotion recognition from EEG signals (2012)Discrete Wavelet Transform co…Classification of human emotion from EEG using discrete wavelet transform (2010)Classification of human emoti…Time-Frequency Analysis of EEG Signals for Human Emotion Detection (2008)Time-Frequency Analysis of EE…International affective picture system (IAPS) : affective ratings of pictures and instruction manual (2005)International affective pictu…Analysis of EEG Based Emotion Detection of DEAP and SEED-IV Databases Using SVM (2019)Analysis of EEG Based Emotion…Emotion classification using flexible analytic wavelet transform for electroencephalogram signals (2018)Emotion classification using …Emotion recognition system using short-term monitoring of physiological signals (2004)Emotion Assessment: Arousal Evaluation Using EEG’s and Peripheral Physiological Signals (2006)An investigation on visual and audiovisual stimulus based emotion recognition using EEG (2009)Intimate Heartbeats: Opportunities for Affective Communication Technology (2010)Human emotion classification using wavelet transform and KNN (2011)A circumplex model of affect. (1980)Emotion recognition in human-computer interaction (2001)Emotion recognition based on physiological changes in music listening (2008)Classifying Different Emotional States by Means of EEG-Based Functional Connectivity Patterns (2014)Emotion Recognition from Multiband EEG Signals Using CapsNet (2019)Time–Frequency Representation and Convolutional Neural Network-Based Emotion Recognition (2020)Emotional Intelligence (1990)Emotional State Recognition with EEG Signals Using Subject Independent Approach (2018)WeDea: A New EEG-Based Framework for Emotion Recognition (2021)EEG-based emotion recognition using MobileNet Recurrent Neural Network with time-frequency features (2024)Measuring emotion: The self-assessment manikin and the semantic differential (1994)DEAP: A Database for Emotion Analysis ;Using Physiological Signals (2011)DREAMER: A Database for Emotion Recognition Through EEG and ECG Signals From Wireless Low-cost Off-the-Shelf Devices (2017)Wavelet-based emotion recognition system using EEG signal (2016)Emotion Recognition based on EEG using LSTM Recurrent Neural Network (2017)Emotion Recognition Related to Stock Trading Using Machine Learning Algorithms With Feature Selection (2020)Dealing with feeling: A meta-analysis of the effectiveness of strategies derived from the process model of emotion regulation. (2012)Emotions Recognition Using EEG Signals: A Survey (2017)
this work references cited by second hop

References

  • 2005International affective picture system (IAPS) : affective ratings of pictures and instruction manual5,307 cited
  • 2010Classification of human emotion from EEG using discrete wavelet transform436 cited
  • 2008Time-Frequency Analysis of EEG Signals for Human Emotion Detection103 cited
  • 2012Discrete Wavelet Transform coefficients for emotion recognition from EEG signals58 cited

Cited by

  • 2018Emotion classification using flexible analytic wavelet transform for electroencephalogram signals49 cited
  • 2019Analysis of EEG Based Emotion Detection of DEAP and SEED-IV Databases Using SVM45 cited

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