SZodixStudyAcademic Library
ShelvesOpen access
Study · an open academic library·Metadata from OpenAlex (CC0)·Shelves·OpenAlex metadata, de-duplicated
Cross-subject EEG signals-based emotion recognition using contrastive learning
15 references·0 citing·47 second hop
Cross-subject EEG signals-based emotion recognition using contrastive learning (2025)Cross-subject EEG signals-based emotion r…From Neural Networks to Emotional Networks: A Systematic Review of EEG-Based Emotion Recognition in Cognitive Neuroscience and Real-World Applications (2025)From Neural Networks to Emoti…SDR-GNN: Spectral Domain Reconstruction Graph Neural Network for incomplete multimodal learning in conversational emotion recognition (2024)SDR-GNN: Spectral Domain Reco…New Trends in Emotion Recognition Using Image Analysis by Neural Networks, a Systematic Review (2023)New Trends in Emotion Recogni…EEG emotion recognition based on the attention mechanism and pre-trained convolution capsule network (2023)EEG emotion recognition based…Facial Emotion Recognition Using Conventional Machine Learning and Deep Learning Methods: Current Achievements, Analysis and Remaining Challenges (2022)Facial Emotion Recognition Us…Contrastive Learning of Subject-Invariant EEG Representations for Cross-Subject Emotion Recognition (2022)Contrastive Learning of Subje…EEG-based emotion recognition: Review of commercial EEG devices and machine learning techniques (2021)EEG-based emotion recognition…A survey on facial emotion recognition techniques: A state-of-the-art literature review (2021)A survey on facial emotion re…Adaptive Tunable Q Wavelet Transform-Based Emotion Identification (2020)Adaptive Tunable Q Wavelet Tr…Speech Emotion Recognition Using Deep Learning Techniques: A Review (2019)Speech Emotion Recognition Us…Deep Learning Techniques for Speech Emotion Recognition: A Review (2019)Deep Learning Techniques for …A Review, Current Challenges, and Future Possibilities on Emotion Recognition Using Machine Learning and Physiological Signals (2019)A Review, Current Challenges,…Survey on Emotional Body Gesture Recognition (2018)Survey on Emotional Body Gest…Emotional brain-computer interfaces (2012)Emotional brain-computer inte…Emotion Recognition using Speech Features (2012)Emotion Recognition using Spe…A circumplex model of affect. (1980)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)Emotion Recognition for Human-Robot Interaction: Recent Advances and Future Perspectives (2020)Emotion Recognition for Everyday Life Using Physiological Signals From Wearables: A Systematic Literature Review (2022)Deep learning-based multimodal emotion recognition from audio, visual, and text modalities: A systematic review of recent advancements and future prospects (2023)A database of German emotional speech (2005)A Survey of Affect Recognition Methods: Audio, Visual, and Spontaneous Expressions (2008)IEMOCAP: interactive emotional dyadic motion capture database (2008)Deep Learning Classification of Neuro-Emotional Phase Domain Complexity Levels Induced by Affective Video Film Clips (2019)Automatic Emotion Recognition for Groups: A Review (2021)Speech emotion recognition approaches: A systematic review (2023)Affective Computing (1997)What are emotions? And how can they be measured? (2005)Clustering-Based Speech Emotion Recognition by Incorporating Learned Features and Deep BiLSTM (2020)A Comprehensive Review of Speech Emotion Recognition Systems (2021)A systematic review on affective computing: emotion models, databases, and recent advances (2022)The Pittsburgh sleep quality index: A new instrument for psychiatric practice and research (1989)The PHQ-9 (2001)Electrocardiogram-Based Emotion Recognition Systems and Their Applications in Healthcare—A Review (2021)Emotion recognition from unimodal to multimodal analysis: A review (2023)Emotion recognition in EEG signals using deep learning methods: A review (2023)DEAP: A Database for Emotion Analysis ;Using Physiological Signals (2011)A systematic survey on multimodal emotion recognition using learning algorithms (2023)A review on EEG-based multimodal learning for emotion recognition (2025)The nature of emotion: Fundamental questions. (1994)Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks (2015)A Large Finer-grained Affective Computing EEG Dataset (2023)DA-CapsNet: A multi-branch capsule network based on adversarial domain adaption for cross-subject EEG emotion recognition (2023)Self‐training maximum classifier discrepancy for EEG emotion recognition (2023)Fuzzy sets (1965)A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting (1997)The Extended Cohn-Kanade Dataset (CK+): A complete dataset for action unit and emotion-specified expression (2010)A study on computer vision for facial emotion recognition (2023)Facial expression recognition with Convolutional Neural Networks: Coping with few data and the training sample order (2016)Occlusion Aware Facial Expression Recognition Using CNN With Attention Mechanism (2018)Advances in Facial Expression Recognition: A Survey of Methods, Benchmarks, Models, and Datasets (2024)Facial emotion recognition: A comprehensive review (2024)Emotion recognition for enhanced learning: using AI to detect students’ emotions and adjust teaching methods (2025)EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks (2018)Multi-view domain-adaptive representation learning for EEG-based emotion recognition (2023)Light-weight residual convolution-based capsule network for EEG emotion recognition (2024)AMIGOS: A Dataset for Affect, Personality and Mood Research on Individuals and Groups (2018)The PRISMA 2020 statement: an updated guideline for reporting systematic reviews (2021)PRISMA2020 : An R package and Shiny app for producing PRISMA 2020‐compliant flow diagrams, with interactivity for optimised digital transparency and Open Synthesis (2022)Digital Engagement in Cultural Institutions: Enhancing Visitor Experience Through Innovative Technologies (2025)Reduced cognitive empathy and differences in EEG activity in low-achieving adolescents (2026)
this work references cited by second hop

References

  • 2019Speech Emotion Recognition Using Deep Learning Techniques: A Review689 cited
  • 2018Survey on Emotional Body Gesture Recognition481 cited
  • 2021A survey on facial emotion recognition techniques: A state-of-the-art literature review350 cited
  • 2019A Review, Current Challenges, and Future Possibilities on Emotion Recognition Using Machine Learning and Physiological Signals322 cited
  • 2022Contrastive Learning of Subject-Invariant EEG Representations for Cross-Subject Emotion Recognition300 cited
  • 2021EEG-based emotion recognition: Review of commercial EEG devices and machine learning techniques209 cited
  • 2023EEG emotion recognition based on the attention mechanism and pre-trained convolution capsule network202 cited
  • 2022Facial Emotion Recognition Using Conventional Machine Learning and Deep Learning Methods: Current Achievements, Analysis and Remaining Challenges162 cited
  • 2025From Neural Networks to Emotional Networks: A Systematic Review of EEG-Based Emotion Recognition in Cognitive Neuroscience and Real-World Applications151 cited
  • 2019Deep Learning Techniques for Speech Emotion Recognition: A Review106 cited
  • 2020Adaptive Tunable Q Wavelet Transform-Based Emotion Identification92 cited
  • 2012Emotional brain-computer interfaces91 cited
  • 2012Emotion Recognition using Speech Features75 cited
  • 2023

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

New Trends in Emotion Recognition Using Image Analysis by Neural Networks, a Systematic Review
71 cited
  • 2024SDR-GNN: Spectral Domain Reconstruction Graph Neural Network for incomplete multimodal learning in conversational emotion recognition57 cited
  • Cited by

    No citing works inside the corpus for this window.