SZodixStudyAcademic Library
ShelvesOpen access
Study · an open academic library·Metadata from OpenAlex (CC0)·Shelves·OpenAlex metadata, de-duplicated
EEG-based emotion recognition with autoencoder feature fusion and MSC-TimesNet model
16 references·0 citing·40 second hopsampled
EEG-based emotion recognition with autoencoder feature fusion and MSC-TimesNet model (2025)EEG-based emotion recognition with autoen…EEG emotion recognition based on differential entropy feature matrix through 2D-CNN-LSTM network (2024)EEG emotion recognition based…Fusing Frequency-Domain Features and Brain Connectivity Features for Cross-Subject Emotion Recognition (2022)Fusing Frequency-Domain Featu…EEG Based Emotion Recognition: A Tutorial and Review (2022)EEG Based Emotion Recognition…Automated Emotion Identification Using Fourier–Bessel Domain-Based Entropies (2022)Automated Emotion Identificat…Review of the emotional feature extraction and classification using EEG signals (2021)Review of the emotional featu…Automated emotion recognition based on higher order statistics and deep learning algorithm (2020)Automated emotion recognition…Multi-method Fusion of Cross-Subject Emotion Recognition Based on High-Dimensional EEG Features (2019)Multi-method Fusion of Cross-…Cross-Subject Emotion Recognition Using Flexible Analytic Wavelet Transform From EEG Signals (2018)Cross-Subject Emotion Recogni…Identifying Stable Patterns over Time for Emotion Recognition from EEG (2017)Identifying Stable Patterns o…DREAMER: A Database for Emotion Recognition Through EEG and ECG Signals From Wireless Low-cost Off-the-Shelf Devices (2017)DREAMER: A Database for Emoti…Human Emotion Classification from EEG Signals Using Multiwavelet Transform (2014)Human Emotion Classification …Detection of Human Emotions Using Features Based on the Multiwavelet Transform of EEG Signals (2014)Detection of Human Emotions U…DEAP: A Database for Emotion Analysis ;Using Physiological Signals (2011)DEAP: A Database for Emotion …Affective computing: challenges (2003)Affective computing: challeng…Emotion recognition in human-computer interaction (2001)Emotion recognition in human-…A circumplex model of affect. (1980)A circumplex model of affect.Measuring emotion: The self-assessment manikin and the semantic differential (1994)Affective Computing (1997)A Multimodal Database for Affect Recognition and Implicit Tagging (2011)AffectNet: A Database for Facial Expression, Valence, and Arousal Computing in the Wild (2017)Positive affect and decision making. (1993)Toward machine emotional intelligence: analysis of affective physiological state (2001)Multimodal human–computer interaction: A survey (2007)Fundamentals of physiological computing (2008)Human Emotion Recognition: Review of Sensors and Methods (2020)The expression of the emotions in man and animals. (1872)Belief, Attitude, Intention and Behavior: An Introduction to Theory and Research (1975)Emotion And Adaptation (1991)A Survey of Affect Recognition Methods: Audio, Visual, and Spontaneous Expressions (2008)Survey on speech emotion recognition: Features, classification schemes, and databases (2010)The Ryerson Audio-Visual Database of Emotional Speech and Song (RAVDESS): A dynamic, multimodal set of facial and vocal expressions in North American English (2018)The Principles of Psychology (1891)Hedges: A Study in Meaning Criteria and the Logic of Fuzzy Concepts (1975)The robust beauty of improper linear models in decision making. (1979)Culture and the Self: Implications for Cognition, Emotion, and Motivation (1991)Development and validation of brief measures of positive and negative affect: The PANAS scales. (1988)Development and validation of brief measures of positive and negative affect: The PANAS scales. (1988)EEG-Based Emotion Recognition via Channel-Wise Attention and Self Attention (2020)Emotion recognition using multi-modal data and machine learning techniques: A tutorial and review (2020)A systematic review on affective computing: emotion models, databases, and recent advances (2022)Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks (2015)EmotionMeter: A Multimodal Framework for Recognizing Human Emotions (2018)Cross-Subject Multimodal Emotion Recognition Based on Hybrid Fusion (2020)Emotion Recognition From Multi-Channel EEG via Deep Forest (2020)Investigating the Use of Pretrained Convolutional Neural Network on Cross-Subject and Cross-Dataset EEG Emotion Recognition (2020)Measures of emotion: A review (2009)A Review of Emotion Recognition Using Physiological Signals (2018)Differential entropy feature for EEG-based emotion classification (2013)Review on Emotion Recognition Based on Electroencephalography (2021)Deep learning-based EEG emotion recognition: Current trends and future perspectives (2023)Role of machine learning and deep learning techniques in EEG-based BCI emotion recognition system: a review (2024)An argument for basic emotions (1992)EEG-based emotion recognition using hybrid CNN and LSTM classification (2022)From Neural Networks to Emotional Networks: A Systematic Review of EEG-Based Emotion Recognition in Cognitive Neuroscience and Real-World Applications (2025)Emotion recognition in EEG signals using deep learning methods: A review (2023)Multimodal Emotion Recognition with Deep Learning: Advancements, challenges, and future directions (2023)
this work references cited by second hop· second hop is a sample of the most-cited connections

References

  • 1980A circumplex model of affect.16,320 cited
  • 2011DEAP: A Database for Emotion Analysis ;Using Physiological Signals5,082 cited
  • 2001Emotion recognition in human-computer interaction2,601 cited
  • 2017DREAMER: A Database for Emotion Recognition Through EEG and ECG Signals From Wireless Low-cost Off-the-Shelf Devices1,130 cited
  • 2017Identifying Stable Patterns over Time for Emotion Recognition from EEG995 cited
  • 2003Affective computing: challenges978 cited
  • 2022EEG Based Emotion Recognition: A Tutorial and Review505 cited
  • 2018Cross-Subject Emotion Recognition Using Flexible Analytic Wavelet Transform From EEG Signals294 cited
  • 2021Review of the emotional feature extraction and classification using EEG signals195 cited
  • 2020Automated emotion recognition based on higher order statistics and deep learning algorithm183 cited
  • 2019Multi-method Fusion of Cross-Subject Emotion Recognition Based on High-Dimensional EEG Features94 cited
  • 2022Fusing Frequency-Domain Features and Brain Connectivity Features for Cross-Subject Emotion Recognition80 cited
  • 2014Detection of Human Emotions Using Features Based on the Multiwavelet Transform of EEG Signals55 cited
  • 2024EEG emotion recognition based on differential entropy feature matrix through 2D-CNN-LSTM network52 cited

Only edges whose both ends are imported exist here. Widen the year window, or show the whole map. Back to the work

  • 2014Human Emotion Classification from EEG Signals Using Multiwavelet Transform49 cited
  • 2022Automated Emotion Identification Using Fourier–Bessel Domain-Based Entropies47 cited
  • Cited by

    No citing works inside the corpus for this window.