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Asymmetric Spatial Pattern for EEG-based emotion detection
5 references·14 citing·48 second hop
Asymmetric Spatial Pattern for EEG-based emotion detection (2012)Asymmetric Spatial Pattern for EEG-based …Short-term emotion assessment in a recall paradigm (2009)Short-term emotion assessment…Valence-arousal evaluation using physiological signals in an emotion recall paradigm (2007)Valence-arousal evaluation us…What is ‘neuromarketing’? A discussion and agenda for future research (2006)What is ‘neuromarketing’? A d…Emotion elicitation using films (1995)Emotion elicitation using fil…Memory span: Sources of individual and developmental differences. (1981)Memory span: Sources of indiv…EmT: A Novel Transformer for Generalized Cross-Subject EEG Emotion Recognition (2025)EmT: A Novel Transformer for …Emotion recognition based on multimodal physiological electrical signals (2025)Emotion recognition based on …EEG-based emotion recognition using multi-scale dynamic CNN and gated transformer (2024)EEG-based emotion recognition…EEG-based emotion analysis using non-linear features and ensemble learning approaches (2022)EEG-based emotion analysis us…Depression Assessment Method: An EEG Emotion Recognition Framework Based on Spatiotemporal Neural Network (2022)Depression Assessment Method:…FLDNet: Frame-Level Distilling Neural Network for EEG Emotion Recognition (2021)FLDNet: Frame-Level Distillin…Exploring Deep Learning Features for Automatic Classification of Human Emotion Using EEG Rhythms (2021)Exploring Deep Learning Featu…A novel ensemble learning method using multiple objective particle swarm optimization for subject-independent EEG-based emotion recognition (2021)A novel ensemble learning met…Video‐triggered EEG‐emotion public databases and current methods: A survey (2020)Video‐triggered EEG‐emotion p…Exploiting Transfer Learning for Emotion Recognition Under Cloud-Edge-Client Collaborations (2020)Exploiting Transfer Learning …Development and Validation of an EEG-Based Real-Time Emotion Recognition System Using Edge AI Computing Platform With Convolutional Neural Network System-on-Chip Design (2019)Development and Validation of…A review of EEG features for emotion recognition (2019)A review of EEG features for …EEG-Based Emotion Recognition Using Statistical Measures and Auto-Regressive Modeling (2015)EEG-Based Emotion Recognition…EEG-based subject-dependent emotion recognition algorithm using fractal dimension (2014)EEG-based subject-dependent e…A circumplex model of affect. (1980)Affective Computing (1997)Emotion recognition in human-computer interaction (2001)Physiological signals based human emotion Recognition: a review (2011)Categorical and dimensional affect analysis in continuous input: Current trends and future directions (2012)A Novel Bi-Hemispheric Discrepancy Model for EEG Emotion Recognition (2020)Measuring emotion: The self-assessment manikin and the semantic differential (1994)A Multimodal Database for Affect Recognition and Implicit Tagging (2011)DEAP: A Database for Emotion Analysis ;Using Physiological Signals (2011)Fusing highly dimensional energy and connectivity features to identify affective states from EEG signals (2017)Comprehensive Analysis of Feature Extraction Methods for Emotion Recognition from Multichannel EEG Recordings (2023)Advances in EEG-based emotion recognition: Challenges, methodologies, and future directions (2025)The Commitment-Trust Theory of Relationship Marketing (1994)Neural Correlates of Behavioral Preference for Culturally Familiar Drinks (2004)What Does the Brain Tell Us About Trust and Distrust? Evidence from a Functional Neuroimaging Study (2010)Neuromarketing: The New Science of Consumer Behavior (2011)Branding the brain: A critical review and outlook (2012)Emotion Recognition From EEG Using Higher Order Crossings (2009)Classification of human emotion from EEG using discrete wavelet transform (2010)EEG-based classification of emotions using empirical mode decomposition and autoregressive model (2018)Physiological-signal-based emotion recognition: An odyssey from methodology to philosophy (2020)CNN-XGBoost fusion-based affective state recognition using EEG spectrogram image analysis (2022)Perception in chess (1973)Speech rate and the development of short-term memory span (1984)The resources construct in cognitive development: Diverse sources of evidence and a theory of inefficient inhibition (1990)The magical number seven, plus or minus two: Some limits on our capacity for processing information. (1994)Working memory span and the role of proactive interference. (2001)Language, Memory, and Thought (2013)Review of personality and social psychology (1983)Positive affect facilitates creative problem solving. (1987)Development and validation of brief measures of positive and negative affect: The PANAS scales. (1988)Hiding feelings: The acute effects of inhibiting negative and positive emotion. (1997)Are Emotions Natural Kinds? (2006)Dealing with feeling: A meta-analysis of the effectiveness of strategies derived from the process model of emotion regulation. (2012)Toward an affect-sensitive multimodal human-computer interaction (2003)A systems approach to appraisal mechanisms in emotion (2005)Emotion recognition system using brain and peripheral signals: Using correlation dimension to improve the results of EEG (2009)Music mood and human emotion recognition based on physiological signals: a systematic review (2021)A review on EEG-based multimodal learning for emotion recognition (2025)Emotion and Decision Making (2014)Improving BCI-based emotion recognition by combining EEG feature selection and kernel classifiers (2015)Ensemble Machine Learning-Based Affective Computing for Emotion Recognition Using Dual-Decomposed EEG Signals (2021)EEG-based emotion charting for Parkinson's disease patients using Convolutional Recurrent Neural Networks and cross dataset learning (2022)MTLFuseNet: A novel emotion recognition model based on deep latent feature fusion of EEG signals and multi-task learning (2023)Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks (2015)EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks (2018)Emotions Recognition Using EEG Signals: A Survey (2017)Temporal aware Mixed Attention-based Convolution and Transformer Network for cross-subject EEG emotion recognition (2024)
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References

  • 1995Emotion elicitation using films2,179 cited
  • 2006What is ‘neuromarketing’? A discussion and agenda for future research862 cited
  • 1981Memory span: Sources of individual and developmental differences.587 cited
  • 2009Short-term emotion assessment in a recall paradigm368 cited
  • 2007Valence-arousal evaluation using physiological signals in an emotion recall paradigm145 cited

Cited by

  • 2021Exploring Deep Learning Features for Automatic Classification of Human Emotion Using EEG Rhythms103 cited
  • 2024EEG-based emotion recognition using multi-scale dynamic CNN and gated transformer91 cited
  • 2015EEG-Based Emotion Recognition Using Statistical Measures and Auto-Regressive Modeling88 cited
  • 2025EmT: A Novel Transformer for Generalized Cross-Subject EEG Emotion Recognition87 cited
  • 2014EEG-based subject-dependent emotion recognition algorithm using fractal dimension86 cited
  • 2019Development and Validation of an EEG-Based Real-Time Emotion Recognition System Using Edge AI Computing Platform With Convolutional Neural Network System-on-Chip Design86 cited
  • 2020Exploiting Transfer Learning for Emotion Recognition Under Cloud-Edge-Client Collaborations74 cited
  • 2021A novel ensemble learning method using multiple objective particle swarm optimization for subject-independent EEG-based emotion recognition67 cited

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2022
Depression Assessment Method: An EEG Emotion Recognition Framework Based on Spatiotemporal Neural Network
60 cited
  • 2021FLDNet: Frame-Level Distilling Neural Network for EEG Emotion Recognition59 cited
  • 2022EEG-based emotion analysis using non-linear features and ensemble learning approaches55 cited
  • 2020Video‐triggered EEG‐emotion public databases and current methods: A survey53 cited
  • 2025Emotion recognition based on multimodal physiological electrical signals49 cited
  • 2019A review of EEG features for emotion recognition49 cited