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Familiarity effects in EEG-based emotion recognition
11 references·12 citing·45 second hop
Familiarity effects in EEG-based emotion recognition (2016)Familiarity effects in EEG-based emotion …Investigation of window size in classification of EEG-emotion signal with wavelet entropy and support vector machine (2015)Investigation of window size …Classifying Different Emotional States by Means of EEG-Based Functional Connectivity Patterns (2014)Classifying Different Emotion…The ADaptation and Anticipation Model (ADAM) of sensorimotor synchronization (2013)The ADaptation and Anticipati…Emotional state classification from EEG data using machine learning approach (2013)Emotional state classificatio…A Review on the Computational Methods for Emotional State Estimation from the Human EEG (2013)A Review on the Computational…Categorical and dimensional affect analysis in continuous input: Current trends and future directions (2012)Categorical and dimensional a…Real-time EEG-based emotion recognition for music therapy (2011)Real-time EEG-based emotion r…DEAP: A Database for Emotion Analysis ;Using Physiological Signals (2011)DEAP: A Database for Emotion …Music Emotion Recognition (2007)Music Emotion RecognitionApproach to an irregular time series on the basis of the fractal theory (1988)Approach to an irregular time…A circumplex model of affect. (1980)A circumplex model of affect.A Model for EEG-Based Emotion Recognition: CNN-Bi-LSTM with Attention Mechanism (2023)A Model for EEG-Based Emotion…Single-Channel Selection for EEG-Based Emotion Recognition Using Brain Rhythm Sequencing (2022)Single-Channel Selection for …Recognition of emotional states using frequency effective connectivity maps through transfer learning approach from electroencephalogram signals (2022)Recognition of emotional stat…Emotion recognition using effective connectivity and pre-trained convolutional neural networks in EEG signals (2022)Emotion recognition using eff…A Novel DE-CNN-BiLSTM Multi-Fusion Model for EEG Emotion Recognition (2022)A Novel DE-CNN-BiLSTM Multi-F…Predicting Exact Valence and Arousal Values from EEG (2021)Predicting Exact Valence and …Influence of music liking on EEG based emotion recognition (2020)Influence of music liking on …Emotion Recognition From Multi-Channel EEG Signals by Exploiting the Deep Belief-Conditional Random Field Framework (2020)Emotion Recognition From Mult…Recognition of emotional states using EEG signals based on time-frequency analysis and SVM classifier (2019)Recognition of emotional stat…Recognition of Emotions Using Multichannel EEG Data and DBN-GC-Based Ensemble Deep Learning Framework (2018)Recognition of Emotions Using…A biologically inspired cognitive skills measurement approach (2018)A biologically inspired cogni…EEG-based emotion classification using convolutional neural network (2017)EEG-based emotion classificat…Measuring emotion: The self-assessment manikin and the semantic differential (1994)Affective Computing (1997)A Multimodal Database for Affect Recognition and Implicit Tagging (2011)Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks (2015)AffectNet: A Database for Facial Expression, Valence, and Arousal Computing in the Wild (2017)Core affect and the psychological construction of emotion. (2003)What are emotions? And how can they be measured? (2005)Measures of emotion: A review (2009)Human emotion recognition and analysis in response to audio music using brain signals (2016)Wearable-Based Affect Recognition—A Review (2019)EEG-Based BCI Emotion Recognition: A Survey (2020)The expression of the emotions in man and animals. (1872)AFEW-VA database for valence and arousal estimation in-the-wild (2017)Deep Learning for Human Affect Recognition: Insights and New Developments (2019)SEWA DB: A Rich Database for Audio-Visual Emotion and Sentiment Research in the Wild (2019)What is an emotion? (2005)Basic Emotions, Natural Kinds, Emotion Schemas, and a New Paradigm (2007)Time–Frequency Representation and Convolutional Neural Network-Based Emotion Recognition (2020)Contrastive Learning of Subject-Invariant EEG Representations for Cross-Subject Emotion Recognition (2022)A unifying computational framework for motor control and social interaction (2003)Sensorimotor synchronization: A review of the tapping literature (2005)The functional role of the parieto-frontal mirror circuit: interpretations and misinterpretations (2010)Rhythm in joint action: psychological and neurophysiological mechanisms for real-time interpersonal coordination (2014)What is that little voice inside my head? Inner speech phenomenology, its role in cognitive performance, and its relation to self-monitoring (2014)Music interventions for acquired brain injury (2017)The nature of emotion: Fundamental questions. (1994)EEG-Based Emotion Recognition via Channel-Wise Attention and Self Attention (2020)Comparing Recognition Performance and Robustness of Multimodal Deep Learning Models for Multimodal Emotion Recognition (2022)EEG Based Emotion Recognition: A Tutorial and Review (2022)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)Development and validation of brief measures of positive and negative affect: The PANAS scales. (1988)Culture and the Self: Implications for Cognition, Emotion, and Motivation (1991)Feature Extraction and Selection for Emotion Recognition from EEG (2014)Channel Selection Method for EEG Emotion Recognition Using Normalized Mutual Information (2019)Emotion recognition by deeply learned multi-channel textual and EEG features (2021)Deep learning-based EEG emotion recognition: Current trends and future perspectives (2023)The structure of phenotypic personality traits. (1993)Toward detecting emotions in spoken dialogs (2005)Affective Visualization and Retrieval for Music Video (2010)Recognizing Emotions Induced by Affective Sounds through Heart Rate Variability (2015)Arousal and Valence Recognition of Affective Sounds Based on Electrodermal Activity (2016)Real-Time EEG-Based Human Emotion Recognition and Visualization (2010)Domain Adaptation Techniques for EEG-Based Emotion Recognition: A Comparative Study on Two Public Datasets (2018)
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References

  • 1980A circumplex model of affect.16,320 cited
  • 2011DEAP: A Database for Emotion Analysis ;Using Physiological Signals5,082 cited
  • 1988Approach to an irregular time series on the basis of the fractal theory2,164 cited
  • 2013Emotional state classification from EEG data using machine learning approach757 cited
  • 2013The ADaptation and Anticipation Model (ADAM) of sensorimotor synchronization576 cited
  • 2012Categorical and dimensional affect analysis in continuous input: Current trends and future directions360 cited
  • 2014Classifying Different Emotional States by Means of EEG-Based Functional Connectivity Patterns301 cited
  • 2007Music Emotion Recognition295 cited
  • 2013A Review on the Computational Methods for Emotional State Estimation from the Human EEG294 cited
  • 2015Investigation of window size in classification of EEG-emotion signal with wavelet entropy and support vector machine173 cited
  • 2011Real-time EEG-based emotion recognition for music therapy104 cited

Cited by

  • 2021Predicting Exact Valence and Arousal Values from EEG96 cited
  • 2020Influence of music liking on EEG based emotion recognition89 cited
  • 2022Emotion recognition using effective connectivity and pre-trained convolutional neural networks in EEG signals68 cited

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  • 2022A Novel DE-CNN-BiLSTM Multi-Fusion Model for EEG Emotion Recognition68 cited
  • 2018Recognition of Emotions Using Multichannel EEG Data and DBN-GC-Based Ensemble Deep Learning Framework65 cited
  • 2022Single-Channel Selection for EEG-Based Emotion Recognition Using Brain Rhythm Sequencing63 cited
  • 2020Emotion Recognition From Multi-Channel EEG Signals by Exploiting the Deep Belief-Conditional Random Field Framework60 cited
  • 2019Recognition of emotional states using EEG signals based on time-frequency analysis and SVM classifier59 cited
  • 2023A Model for EEG-Based Emotion Recognition: CNN-Bi-LSTM with Attention Mechanism58 cited
  • 2022Recognition of emotional states using frequency effective connectivity maps through transfer learning approach from electroencephalogram signals51 cited
  • 2017EEG-based emotion classification using convolutional neural network47 cited
  • 2018A biologically inspired cognitive skills measurement approach24 cited