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For: Liu H, Zhang Y, Li Y, Kong X. Review on Emotion Recognition Based on Electroencephalography. Front Comput Neurosci 2021;15:758212. [PMID: 34658828 PMCID: PMC8518715 DOI: 10.3389/fncom.2021.758212] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2021] [Accepted: 08/31/2021] [Indexed: 11/13/2022]  Open
Number Cited by Other Article(s)
1
Lalk C, Targan K, Steinbrenner T, Schaffrath J, Eberhardt S, Schwartz B, Vehlen A, Lutz W, Rubel J. Employing large language models for emotion detection in psychotherapy transcripts. Front Psychiatry 2025;16:1504306. [PMID: 40417271 PMCID: PMC12098529 DOI: 10.3389/fpsyt.2025.1504306] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/30/2024] [Accepted: 04/14/2025] [Indexed: 05/27/2025]  Open
2
Maza A, Goizueta S, Dolores Navarro M, Noé E, Ferri J, Naranjo V, Llorens R. EEG-based responses of patients with disorders of consciousness and healthy controls to familiar and non-familiar emotional videos. Clin Neurophysiol 2024;168:104-120. [PMID: 39486289 DOI: 10.1016/j.clinph.2024.10.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2024] [Revised: 09/27/2024] [Accepted: 10/22/2024] [Indexed: 11/04/2024]
3
Li L, Gui X, Huang G, Zhang L, Wan F, Han X, Wang J, Ni D, Liang Z, Zhang Z. Decoded EEG neurofeedback-guided cognitive reappraisal training for emotion regulation. Cogn Neurodyn 2024;18:2659-2673. [PMID: 39555250 PMCID: PMC11564442 DOI: 10.1007/s11571-024-10108-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2023] [Revised: 03/06/2024] [Accepted: 03/17/2024] [Indexed: 11/19/2024]  Open
4
Wang Y, Chen CB, Imamura T, Tapia IE, Somers VK, Zee PC, Lim DC. A novel methodology for emotion recognition through 62-lead EEG signals: multilevel heterogeneous recurrence analysis. Front Physiol 2024;15:1425582. [PMID: 39119215 PMCID: PMC11306145 DOI: 10.3389/fphys.2024.1425582] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2024] [Accepted: 06/27/2024] [Indexed: 08/10/2024]  Open
5
Carbone F, Bondi E, Massalha Y, Anastasi A, Ferro A, Pizzolante M, Schiena G, Maddalena Bianchi AM, Gaggioli A, Mazzocut-Mis M, Chirico A, Brambilla P, Maggioni E. Exploring Brain Activity During Awe-Inducing Virtual Reality Experiences: a Multi-Metric EEG Frequency Analysis. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2024;2024:1-4. [PMID: 40039568 DOI: 10.1109/embc53108.2024.10782046] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/06/2025]
6
Ahmadzadeh Nobari Azar N, Cavus N, Esmaili P, Sekeroglu B, Aşır S. Detecting emotions through EEG signals based on modified convolutional fuzzy neural network. Sci Rep 2024;14:10371. [PMID: 38710806 DOI: 10.1038/s41598-024-60977-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2023] [Accepted: 04/29/2024] [Indexed: 05/08/2024]  Open
7
Kawaguchi T, Ono K, Hikawa H. Electroencephalogram-Based Facial Gesture Recognition Using Self-Organizing Map. SENSORS (BASEL, SWITZERLAND) 2024;24:2741. [PMID: 38732846 PMCID: PMC11085705 DOI: 10.3390/s24092741] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/15/2024] [Revised: 04/18/2024] [Accepted: 04/23/2024] [Indexed: 05/13/2024]
8
Roso A, Aubert A, Cambos S, Vial F, Schäfer J, Belin M, Gabriel D, Bize C. Contribution of cosmetic ingredients and skin care textures to emotions. Int J Cosmet Sci 2024;46:262-283. [PMID: 37914390 DOI: 10.1111/ics.12928] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2023] [Revised: 10/06/2023] [Accepted: 10/24/2023] [Indexed: 11/03/2023]
9
Zhao Q, Ye Z, Deng Y, Chen J, Chen J, Liu D, Ye X, Huan C. An advance in novel intelligent sensory technologies: From an implicit-tracking perspective of food perception. Compr Rev Food Sci Food Saf 2024;23:e13327. [PMID: 38517017 DOI: 10.1111/1541-4337.13327] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2023] [Revised: 02/19/2024] [Accepted: 03/01/2024] [Indexed: 03/23/2024]
10
Xie S, Lei L, Sun J, Xu J. [Research on emotion recognition method based on IWOA-ELM algorithm for electroencephalogram]. SHENG WU YI XUE GONG CHENG XUE ZA ZHI = JOURNAL OF BIOMEDICAL ENGINEERING = SHENGWU YIXUE GONGCHENGXUE ZAZHI 2024;41:1-8. [PMID: 38403598 PMCID: PMC10894732 DOI: 10.7507/1001-5515.202303010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 02/27/2024]
11
Obukhov A, Krasnyanskiy M, Volkov A, Nazarova A, Teselkin D, Patutin K, Zajceva D. Method for Assessing the Influence of Phobic Stimuli in Virtual Simulators. J Imaging 2023;9:195. [PMID: 37888302 PMCID: PMC10607658 DOI: 10.3390/jimaging9100195] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2023] [Revised: 09/17/2023] [Accepted: 09/22/2023] [Indexed: 10/28/2023]  Open
12
Mazzacane S, Coccagna M, Manzella F, Pagliarini G, Sironi VA, Gatti A, Caselli E, Sciavicco G. Towards an objective theory of subjective liking: A first step in understanding the sense of beauty. PLoS One 2023;18:e0287513. [PMID: 37352316 PMCID: PMC10289447 DOI: 10.1371/journal.pone.0287513] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2022] [Accepted: 06/07/2023] [Indexed: 06/25/2023]  Open
13
Zong J, Xiong X, Zhou J, Ji Y, Zhou D, Zhang Q. FCAN-XGBoost: A Novel Hybrid Model for EEG Emotion Recognition. SENSORS (BASEL, SWITZERLAND) 2023;23:5680. [PMID: 37420845 DOI: 10.3390/s23125680] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/11/2023] [Revised: 06/03/2023] [Accepted: 06/15/2023] [Indexed: 07/09/2023]
14
Moontaha S, Schumann FEF, Arnrich B. Online Learning for Wearable EEG-Based Emotion Classification. SENSORS (BASEL, SWITZERLAND) 2023;23:2387. [PMID: 36904590 PMCID: PMC10007607 DOI: 10.3390/s23052387] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/05/2022] [Revised: 02/09/2023] [Accepted: 02/13/2023] [Indexed: 06/18/2023]
15
Bouazizi S, benmohamed E, Ltifi H. Decision-making based on an improved visual analytics approach for emotion prediction. INTELLIGENT DECISION TECHNOLOGIES 2023. [DOI: 10.3233/idt-220263] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/10/2023]
16
Yuvaraj R, Thagavel P, Thomas J, Fogarty J, Ali F. Comprehensive Analysis of Feature Extraction Methods for Emotion Recognition from Multichannel EEG Recordings. SENSORS (BASEL, SWITZERLAND) 2023;23:915. [PMID: 36679710 PMCID: PMC9867328 DOI: 10.3390/s23020915] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/22/2022] [Revised: 01/07/2023] [Accepted: 01/09/2023] [Indexed: 06/17/2023]
17
Zhong MY, Yang QY, Liu Y, Zhen BY, Zhao FD, Xie BB. EEG emotion recognition based on TQWT-features and hybrid convolutional recurrent neural network. Biomed Signal Process Control 2023. [DOI: 10.1016/j.bspc.2022.104211] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/14/2022]
18
Wang B, Kang Y, Huo D, Feng G, Zhang J, Li J. EEG diagnosis of depression based on multi-channel data fusion and clipping augmentation and convolutional neural network. Front Physiol 2022;13:1029298. [PMID: 36338469 PMCID: PMC9632488 DOI: 10.3389/fphys.2022.1029298] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2022] [Accepted: 09/23/2022] [Indexed: 09/29/2023]  Open
19
Tsentidou G, Moraitou D, Tsolaki M. Emotion Recognition in a Health Continuum: Comparison of Healthy Adults of Advancing Age, Community Dwelling Adults Bearing Vascular Risk Factors and People Diagnosed with Mild Cognitive Impairment. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022;19:13366. [PMID: 36293946 PMCID: PMC9602834 DOI: 10.3390/ijerph192013366] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/03/2022] [Revised: 10/11/2022] [Accepted: 10/14/2022] [Indexed: 06/16/2023]
20
Machine Learning Models for Classification of Human Emotions Using Multivariate Brain Signals. COMPUTERS 2022. [DOI: 10.3390/computers11100152] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
21
Jin Z, Jin Y, Chen Z. Empirical mode decomposition using deep learning model for financial market forecasting. PeerJ Comput Sci 2022;8:e1076. [PMID: 36262133 PMCID: PMC9575866 DOI: 10.7717/peerj-cs.1076] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2022] [Accepted: 08/08/2022] [Indexed: 06/16/2023]
22
Kim S, Kim TS, Lee WH. Accelerating 3D Convolutional Neural Network with Channel Bottleneck Module for EEG-Based Emotion Recognition. SENSORS (BASEL, SWITZERLAND) 2022;22:s22186813. [PMID: 36146160 PMCID: PMC9500982 DOI: 10.3390/s22186813] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/29/2022] [Revised: 08/28/2022] [Accepted: 09/06/2022] [Indexed: 05/07/2023]
23
A Preliminary Investigation on Frequency Dependant Cues for Human Emotions. ACOUSTICS 2022. [DOI: 10.3390/acoustics4020028] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
24
Towards Knowledge-Based Tourism Chinese Question Answering System. MATHEMATICS 2022. [DOI: 10.3390/math10040664] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
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