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Emotional state classification from EEG data using machine learning approach · Study

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ArticleEmotional state classification from EEG data using machine learning approach

Xiao‐Wei Wang2013

Article2013

Emotional state classification from EEG data using machine learning approach

Xiao‐Wei Wang · Dan Nie · Bao‐Liang Lu

757 citations·0/0 files stored·Neurocomputing

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Emotion and Mood Recognition EEG and Brain-Computer Interfaces Gaze Tracking and Assistive Technology

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References

1994Measuring emotion: The self-assessment manikin and the semantic differential 1997Affective Computing 1994The nature of emotion: Fundamental questions.1995Emotion elicitation using films 2010EEG-Based Emotion Recognition in Music Listening 2004Emotion recognition system using short-term monitoring of physiological signals 1962A laboratory study of psychological stress produced by a motion picture film.

Cited by

2020EEG-Based Emotion Recognition via Channel-Wise Attention and Self Attention 2022EEG Based Emotion Recognition: A Tutorial and Review 2022Comparing Recognition Performance and Robustness of Multimodal Deep Learning Models for Multimodal Emotion Recognition 2014EEG-based emotion classification using deep belief networks 2018Emotion Recognition from Multi-Channel EEG through Parallel Convolutional Recurrent Neural Network 2017Hierarchical Convolutional Neural Networks for EEG-Based Emotion Recognition 2018

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Details

Year2013

Typearticle

Published2013-11-08

VenueNeurocomputing

ISSN-L0925-2312

Languageen

Citations757

Files0 public / 0

ShelfEmotion and Mood Recognition

Identifiers

doi10.1016/j.neucom.2013.06.046

openalex_workW2139564752

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Human emotion recognition using deep belief network architecture

2016Emotion Recognition Using Multimodal Deep Learning