SZodixStudyAcademic Library
ShelvesOpen access
Study · an open academic library·Metadata from OpenAlex (CC0)·Shelves·OpenAlex metadata, de-duplicated
EEG Based Emotion Identification Using Unsupervised Deep Feature Learning
3 references·12 citing·36 second hop
EEG Based Emotion Identification Using Unsupervised Deep Feature Learning (2015)EEG Based Emotion Identification Using Un…Feature Extraction and Selection for Emotion Recognition from EEG (2014)Feature Extraction and Select…DEAP: A Database for Emotion Analysis ;Using Physiological Signals (2011)DEAP: A Database for Emotion …A circumplex model of affect. (1980)A circumplex model of affect.Embedded EEG Feature Selection for Multi-Dimension Emotion Recognition via Local and Global Label Relevance (2024)Embedded EEG Feature Selectio…Unsupervised Time-Aware Sampling Network With Deep Reinforcement Learning for EEG-Based Emotion Recognition (2023)Unsupervised Time-Aware Sampl…Developing a Physiological Signal-Based, Mean Threshold and Decision-Level Fusion Algorithm (PMD) for Emotion Recognition (2023)Developing a Physiological Si…Joint Temporal Convolutional Networks and Adversarial Discriminative Domain Adaptation for EEG-Based Cross-Subject Emotion Recognition (2022)Joint Temporal Convolutional …EEG-based affective state recognition from human brain signals by using Hjorth-activity (2022)EEG-based affective state rec…ScalingNet: Extracting features from raw EEG data for emotion recognition (2021)ScalingNet: Extracting featur…Leveraging spatial-temporal convolutional features for EEG-based emotion recognition (2021)Leveraging spatial-temporal c…Hierarchical Attention-Based Temporal Convolutional Networks for Eeg-Based Emotion Recognition (2021)Hierarchical Attention-Based …A Novel Mutual Information Based Feature Set for Drivers’ Mental Workload Evaluation Using Machine Learning (2020)A Novel Mutual Information Ba…Merged LSTM Model for emotion classification using EEG signals (2019)Merged LSTM Model for emotion…Emotion Recognition Using Fused Physiological Signals (2019)Emotion Recognition Using Fus…Deep belief network based affect recognition from physiological signals (2017)Deep belief network based aff…Measuring emotion: The self-assessment manikin and the semantic differential (1994)Affective Computing (1997)AffectNet: A Database for Facial Expression, Valence, and Arousal Computing in the Wild (2017)International affective picture system (IAPS) : affective ratings of pictures and instruction manual (2005)Identifying Stable Patterns over Time for Emotion Recognition from EEG (2017)EEG-Based Emotion Recognition Using Regularized Graph Neural Networks (2020)Emotion recognition using multi-modal data and machine learning techniques: A tutorial and review (2020)The Principles of Psychology (1891)The Psychology of Interpersonal Relations. (1958)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)THE PSYCHOLOGY OF PERSONAL CONSTRUCTS (2010)Development of NASA-TLX (Task Load Index): Results of Empirical and Theoretical Research (1988)Measuring neurophysiological signals in aircraft pilots and car drivers for the assessment of mental workload, fatigue and drowsiness (2012)Measuring mental workload using physiological measures: A systematic review (2018)EEG-Based Index for Timely Detecting User’s Drowsiness Occurrence in Automotive Applications (2022)Emotions Recognition Using EEG Signals: A Survey (2017)Emotion Recognition from Multi-Channel EEG through Parallel Convolutional Recurrent Neural Network (2018)SSTD: A Novel Spatio-Temporal Demographic Network for EEG-Based Emotion Recognition (2022)A Multimodal Database for Affect Recognition and Implicit Tagging (2011)EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks (2018)A Bi-Stream hybrid model with MLPBlocks and self-attention mechanism for EEG-based emotion recognition (2023)Core affect, prototypical emotional episodes, and other things called emotion: Dissecting the elephant. (1999)EmotionMeter: A Multimodal Framework for Recognizing Human Emotions (2018)Emotion Recognition of Subjects With Hearing Impairment Based on Fusion of Facial Expression and EEG Topographic Map (2022)Human emotion recognition using Machine learning techniques based on the physiological signal (2024)Identifying Stable EEG Patterns in Manipulation Task for Negative Emotion Recognition (2025)Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks (2015)DREAMER: A Database for Emotion Recognition Through EEG and ECG Signals From Wireless Low-cost Off-the-Shelf Devices (2017)Deep learning-based EEG emotion recognition: a comprehensive review (2024)Emotion regulation: Conceptual foundations (2007)Improved EEG-based emotion recognition through information enhancement in connectivity feature map (2023)Decoding emotion with phase–amplitude fusion features of EEG functional connectivity network (2024)Facial Action Coding System (1978)Toward machine emotional intelligence: analysis of affective physiological state (2001)Attention-Based CNN Fusion Model for Emotion Recognition During Walking Using Discrete Wavelet Transform on EEG and Inertial Signals (2023)
this work references cited by second hop

References

  • 1980A circumplex model of affect.16,404 cited
  • 2011DEAP: A Database for Emotion Analysis ;Using Physiological Signals5,082 cited
  • 2014Feature Extraction and Selection for Emotion Recognition from EEG1,086 cited

Cited by

  • 2021ScalingNet: Extracting features from raw EEG data for emotion recognition65 cited
  • 2021Leveraging spatial-temporal convolutional features for EEG-based emotion recognition53 cited
  • 2023Developing a Physiological Signal-Based, Mean Threshold and Decision-Level Fusion Algorithm (PMD) for Emotion Recognition51 cited
  • 2022EEG-based affective state recognition from human brain signals by using Hjorth-activity50 cited
  • 2022Joint Temporal Convolutional Networks and Adversarial Discriminative Domain Adaptation for EEG-Based Cross-Subject Emotion Recognition49 cited
  • 2020A Novel Mutual Information Based Feature Set for Drivers’ Mental Workload Evaluation Using Machine Learning48 cited
  • 2021Hierarchical Attention-Based Temporal Convolutional Networks for Eeg-Based Emotion Recognition43 cited
  • 2017Deep belief network based affect recognition from physiological signals41 cited
  • 2019Emotion Recognition Using Fused Physiological Signals39 cited
  • 2019Merged LSTM Model for emotion classification using EEG signals39 cited
  • 2024Embedded EEG Feature Selection for Multi-Dimension Emotion Recognition via Local and Global Label Relevance

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

35 cited
  • 2023Unsupervised Time-Aware Sampling Network With Deep Reinforcement Learning for EEG-Based Emotion Recognition34 cited