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A Long Short Term Memory Deep Learning Network for the Classification of Negative Emotions Using EEG Signals
11 references·1 citing·44 second hop
A Long Short Term Memory Deep Learning Network for the Classification of Negative Emotions Using EEG Signals (2020)A Long Short Term Memory Deep Learning Ne…Deep Learning in Mining Biological Data (2021)Deep Learning in Mining Biolo…Emotion recognition using fourier transform and genetic programming (2020)Emotion recognition using fou…Emotion Recognition in Speech using Cross-Modal Transfer in the Wild (2018)Emotion Recognition in Speech…Human emotion recognition and analysis in response to audio music using brain signals (2016)Human emotion recognition and…Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks (2015)Investigating Critical Freque…Academic stress, parental pressure, anxiety and mental health among Indian high school students (2015)Academic stress, parental pre…Evaluation of feature extraction techniques in emotional state recognition (2012)Evaluation of feature extract…DEAP: A Database for Emotion Analysis ;Using Physiological Signals (2011)DEAP: A Database for Emotion …Single Trial Classification of EEG and Peripheral Physiological Signals for Recognition of Emotions Induced by Music Videos (2010)Single Trial Classification o…EEG-Based Emotion Recognition in Music Listening (2010)EEG-Based Emotion Recognition…Measuring emotion: The self-assessment manikin and the semantic differential (1994)Measuring emotion: The self-a…Multi-class Emotion Classification Using EEG Signals (2021)Multi-class Emotion Classific…A circumplex model of affect. (1980)Using Noninvasive Wearable Computers to Recognize Human Emotions from Physiological Signals (2004)Short-term emotion assessment in a recall paradigm (2009)Electrodermal Activity Sensor for Classification of Calm/Distress Condition (2017)Multimodal Emotion Recognition Using Deep Neural Networks (2017)EEG-Based Emotion Classification Using Spiking Neural Networks (2020)A revised version of the psychoticism scale (1985)Personality and Individual Differences (1985)Identifying Stable Patterns over Time for Emotion Recognition from EEG (2017)EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks (2018)EmotionMeter: A Multimodal Framework for Recognizing Human Emotions (2018)Prevention and Early Intervention of Anxiety Disorders in Inhibited Preschool Children. (2005)Children's needs III: Development, prevention, and intervention. (2006)Mental health of young people: a global public-health challenge (2007)Academic Stress and its Sources Among University Students (2018)College students’ stress and health in the COVID-19 pandemic: The role of academic workload, separation from school, and fears of contagion (2021)The association between academic pressure and adolescent mental health problems: A systematic review (2023)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)Toward machine emotional intelligence: analysis of affective physiological state (2001)Application of Entropy-Based Metrics to Identify Emotional Distress from Electroencephalographic Recordings (2016)Single-trial EEG emotion recognition using Granger Causality/Transfer Entropy analysis (2020)A LSTM based deep learning network for recognizing emotions using wireless brainwave driven system (2021)Emotion recognition based on physiological changes in music listening (2008)A Review of Emotion Recognition Using Physiological Signals (2018)EEG-Based Emotion Recognition Using Regularized Graph Neural Networks (2020)The nature and measurement of meaning. (1952)The Measurement of Meaning (1957)Dimensions of Consumer Expertise (1987)The expression of the emotions in man and animals. (1872)The nature of emotion: Fundamental questions. (1994)Wild or tended nature? The effects of landscape location and vegetation density on physiological and psychological responses (2017)Human stress classification using EEG signals in response to music tracks (2019)Phase-Locking Value Based Graph Convolutional Neural Networks for Emotion Recognition (2019)A database of German emotional speech (2005)IEMOCAP: interactive emotional dyadic motion capture database (2008)Training deep networks for facial expression recognition with crowd-sourced label distribution (2016)Affective computing in education: A systematic review and future research (2019)Region Attention Networks for Pose and Occlusion Robust Facial Expression Recognition (2020)Dive into Ambiguity: Latent Distribution Mining and Pairwise Uncertainty Estimation for Facial Expression Recognition (2021)Advance Machine Learning Methods for Dyslexia Biomarker Detection: A Review of Implementation Details and Challenges (2021)A Fuzzy Ensemble-Based Deep learning Model for EEG-Based Emotion Recognition (2023)A Hybrid Deep Learning Model to Predict the Impact of COVID-19 on Mental Health From Social Media Big Data (2023)
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References

  • 1994Measuring emotion: The self-assessment manikin and the semantic differential9,531 cited
  • 2011DEAP: A Database for Emotion Analysis ;Using Physiological Signals5,082 cited
  • 2015Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks2,616 cited
  • 2010EEG-Based Emotion Recognition in Music Listening1,023 cited
  • 2021Deep Learning in Mining Biological Data450 cited
  • 2018Emotion Recognition in Speech using Cross-Modal Transfer in the Wild297 cited
  • 2015Academic stress, parental pressure, anxiety and mental health among Indian high school students276 cited
  • 2016Human emotion recognition and analysis in response to audio music using brain signals223 cited
  • 2010Single Trial Classification of EEG and Peripheral Physiological Signals for Recognition of Emotions Induced by Music Videos190 cited
  • 2012Evaluation of feature extraction techniques in emotional state recognition92 cited
  • 2020Emotion recognition using fourier transform and genetic programming47 cited

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  • 2021Multi-class Emotion Classification Using EEG Signals40 cited

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