Cargando…

A review: Music-emotion recognition and analysis based on EEG signals

Music plays an essential role in human life and can act as an expression to evoke human emotions. The diversity of music makes the listener's experience of music appear diverse. Different music can induce various emotions, and the same theme can also generate other feelings related to the liste...

Descripción completa

Detalles Bibliográficos
Autores principales:	Cui, Xu, Wu, Yongrong, Wu, Jipeng, You, Zhiyu, Xiahou, Jianbing, Ouyang, Menglin
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2022
Materias:	Neuroscience
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9640432/ https://www.ncbi.nlm.nih.gov/pubmed/36387584 http://dx.doi.org/10.3389/fninf.2022.997282

Ejemplares similares

Multimodal Recognition of Emotions in Music and Facial Expressions
por: Proverbio, Alice Mado, et al.
Publicado: (2020)

Identification of emotions evoked by music via spatial-temporal transformer in multi-channel EEG signals
por: Zhou, Yanan, et al.
Publicado: (2023)

An Investigation of Deep Learning Models for EEG-Based Emotion Recognition
por: Zhang, Yaqing, et al.
Publicado: (2020)

Face Recognition, Musical Appraisal, and Emotional Crossmodal Bias
por: Invitto, Sara, et al.
Publicado: (2017)

Exploring EEG Features in Cross-Subject Emotion Recognition
por: Li, Xiang, et al.
Publicado: (2018)

Multi-Feature Input Deep Forest for EEG-Based Emotion Recognition
por: Fang, Yinfeng, et al.
Publicado: (2021)

Deep learning-based self-induced emotion recognition using EEG
por: Ji, Yerim, et al.
Publicado: (2022)

EEG Emotion Recognition Applied to the Effect Analysis of Music on Emotion Changes in Psychological Healthcare
por: Zhou, Tie Hua, et al.
Publicado: (2022)

Musical Emotions Recognition Using Entropy Features and Channel Optimization Based on EEG
por: Xie, Zun, et al.
Publicado: (2022)

Data Augmentation for EEG-Based Emotion Recognition Using Generative Adversarial Networks
por: Bao, Guangcheng, et al.
Publicado: (2021)

Possibilistic Clustering-Promoting Semi-Supervised Learning for EEG-Based Emotion Recognition
por: Dan, Yufang, et al.
Publicado: (2021)

Local domain generalization with low-rank constraint for EEG-based emotion recognition
por: Tao, Jianwen, et al.
Publicado: (2023)

A novel feature fusion network for multimodal emotion recognition from EEG and eye movement signals
por: Fu, Baole, et al.
Publicado: (2023)

Classification of EEG Signals Based on Pattern Recognition Approach
por: Amin, Hafeez Ullah, et al.
Publicado: (2017)

Incorporation of Multiple-Days Information to Improve the Generalization of EEG-Based Emotion Recognition Over Time
por: Liu, Shuang, et al.
Publicado: (2018)

Dual-Threshold-Based Microstate Analysis on Characterizing Temporal Dynamics of Affective Process and Emotion Recognition From EEG Signals
por: Chen, Jing, et al.
Publicado: (2021)

EEG-based emotion recognition using hybrid CNN and LSTM classification
por: Chakravarthi, Bhuvaneshwari, et al.
Publicado: (2022)

Cross-Subject EEG-Based Emotion Recognition Through Neural Networks With Stratified Normalization
por: Fdez, Javier, et al.
Publicado: (2021)

Multi-Source Co-adaptation for EEG-Based Emotion Recognition by Mining Correlation Information
por: Tao, Jianwen, et al.
Publicado: (2021)

Multi-Model Adaptation Learning With Possibilistic Clustering Assumption for EEG-Based Emotion Recognition
por: Dan, Yufang, et al.
Publicado: (2022)

Corrigendum: A novel feature fusion network for multimodal emotion recognition from EEG and eye movement signals
por: Fu, Baole, et al.
Publicado: (2023)

Cross-Subject EEG Emotion Recognition With Self-Organized Graph Neural Network
por: Li, Jingcong, et al.
Publicado: (2021)

Music Emotion Recognition
por: Yang, Yi-Hsuan
Publicado: (2011)

Latent Factor Decoding of Multi-Channel EEG for Emotion Recognition Through Autoencoder-Like Neural Networks
por: Li, Xiang, et al.
Publicado: (2020)

Multi-method Fusion of Cross-Subject Emotion Recognition Based on High-Dimensional EEG Features
por: Yang, Fu, et al.
Publicado: (2019)

Two-Level Domain Adaptation Neural Network for EEG-Based Emotion Recognition
por: Bao, Guangcheng, et al.
Publicado: (2021)

Linking Multi-Layer Dynamical GCN With Style-Based Recalibration CNN for EEG-Based Emotion Recognition
por: Bao, Guangcheng, et al.
Publicado: (2022)

Multi-channel EEG emotion recognition through residual graph attention neural network
por: Chao, Hao, et al.
Publicado: (2023)

Hybrid transfer learning strategy for cross-subject EEG emotion recognition
por: Lu, Wei, et al.
Publicado: (2023)

Familiarity Affects Entrainment of EEG in Music Listening
por: Kumagai, Yuiko, et al.
Publicado: (2017)

The Effect of Time Window Length on EEG-Based Emotion Recognition
por: Ouyang, Delin, et al.
Publicado: (2022)

Emotional State Classification from MUSIC-Based Features of Multichannel EEG Signals
por: Hossain, Sakib Abrar, et al.
Publicado: (2023)

Review on Emotion Recognition Based on Electroencephalography
por: Liu, Haoran, et al.
Publicado: (2021)

Cross-Subject EEG Feature Selection for Emotion Recognition Using Transfer Recursive Feature Elimination
por: Yin, Zhong, et al.
Publicado: (2017)

Not All Electrode Channels Are Needed: Knowledge Transfer From Only Stimulated Brain Regions for EEG Emotion Recognition
por: Perry Fordson, Hayford, et al.
Publicado: (2022)

EEG emotion recognition based on cross-frequency granger causality feature extraction and fusion in the left and right hemispheres
por: Zhang, Jing, et al.
Publicado: (2022)

Review of adaptive control for stroke lower limb exoskeleton rehabilitation robot based on motion intention recognition
por: Su, Dongnan, et al.
Publicado: (2023)

Recognition of Consumer Preference by Analysis and Classification EEG Signals
por: Aldayel, Mashael, et al.
Publicado: (2021)

SSTM-IS: simplified STM method based on instance selection for real-time EEG emotion recognition
por: Ran, Shuang, et al.
Publicado: (2023)

MS-MDA: Multisource Marginal Distribution Adaptation for Cross-Subject and Cross-Session EEG Emotion Recognition
por: Chen, Hao, et al.
Publicado: (2021)

Cannot write session to /tmp/vufind_sessions/sess_fm26em79r2llm4rpbd8vveho20