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Imagined Emotion Study

ds003004 · 150 high-confidence citations

1. DEAP: A Database for Emotion Analysis ;Using Physiological Signals

   Sander Koelstra, Christian Mühl, Mohammad Soleymani, Jong‐Seok Lee, Amirmehdi Yazdani, Touradj Ebrahimi, Thierry Pun, Anton Nijholt, Ioannis Patras · 2011 · IEEE Transactions on Affective Computing

   Cites data paper 4,837 citations

2. Emotions Recognition Using EEG Signals: A Survey

   Soraia M. Alarcão, Manuel J. Fonseca · 2017 · IEEE Transactions on Affective Computing

   Cites data paper 1,136 citations

3. Independent EEG Sources Are Dipolar

   Arnaud Delorme, Jason Palmer, Julie Onton, Robert Oostenveld, Scott Makeig · 2012 · PLoS ONE

   Cites data paper 840 citations

4. Emotion recognition using multi-modal data and machine learning techniques: A tutorial and review

   Jianhua Zhang, Zhong Yin, Peng Chen, Stefano Nichele · 2020 · Information Fusion

   Cites data paper 782 citations

5. AMIGOS: A Dataset for Affect, Personality and Mood Research on Individuals and Groups

   Juan Abdon Miranda-Correa, Mojtaba Khomami Abadi, Nicu Sebe, Ioannis Patras · 2018 · IEEE Transactions on Affective Computing

   Cites data paper 669 citations

6. EEGLAB, SIFT, NFT, BCILAB, and ERICA: New Tools for Advanced EEG Processing

   Arnaud Delorme, Tim Mullen, Christian Kothe, Zeynep Akalin Acar, Nima Bigdely-Shamlo, Andrey Vankov, Scott Makeig · 2011 · Computational Intelligence and Neuroscience

   Cites data paper 650 citations

7. Real-Time Movie-Induced Discrete Emotion Recognition from EEG Signals

   Yong‐Jin Liu, Minjing Yu, Guozhen Zhao, Jinjing Song, Yan Ge, Yuanchun Shi · 2017 · IEEE Transactions on Affective Computing

   Cites data paper 350 citations

8. Clinical Utility of EEG in Attention-Deficit/Hyperactivity Disorder: A Research Update

   Sandra K. Loo, Scott Makeig · 2012 · Neurotherapeutics

   Cites data paper 302 citations

9. EEG-Based BCI Emotion Recognition: A Survey

   Edgar P. Torres, Edgar A. Torres, Myriam Hernández-Álvarez, Sang Guun Yoo · 2020 · Sensors

   Cites data paper 282 citations

10. A survey of affective brain computer interfaces: principles, state-of-the-art, and challenges

    Christian Mühl, Brendan Z. Allison, Anton Nijholt, Guillaume Chanel · 2014 · Brain-Computer Interfaces

    Cites data paper 276 citations

11. The neurophysiological bases of <scp>EEG</scp> and <scp>EEG</scp> measurement: A review for the rest of us

    Alice F. Jackson, Donald J. Bolger · 2014 · Psychophysiology

    Cites data paper 265 citations

12. A review of brain oscillations in perception of faces and emotional pictures

    Bahar Güntekin, Erol Başar · 2014 · Neuropsychologia

    Cites data paper 256 citations

13. Optimizing the ICA-based removal of ocular EEG artifacts from free viewing experiments

    Olaf Dimigen · 2019 · NeuroImage

    Cites data paper 244 citations

14. Real‐Time EEG‐Based Happiness Detection System

    Noppadon Jatupaiboon, Setha Pan-ngum, Pasin Israsena · 2013 · The Scientific World JOURNAL

    Cites data paper 232 citations

15. Fusion of facial expressions and EEG for implicit affective tagging

    Sander Koelstra, Ioannis Patras · 2012 · Image and Vision Computing

    Cites data paper 230 citations

16. Evolutionary computation algorithms for feature selection of EEG-based emotion recognition using mobile sensors

    Bahareh Nakisa, Mohammad Naim Rastgoo, Dian Tjondronegoro, Vinod Chandran · 2017 · Expert Systems with Applications

    Cites data paper 230 citations

17. Distinct β Band Oscillatory Networks Subserving Motor and Cognitive Control during Gait Adaptation

    Johanna Wagner, Scott Makeig, Mateusz Gola, Christa Neuper, Gernot Müller-Putz · 2016 · Journal of Neuroscience

    Cites data paper 202 citations

18. Applying dimension reduction to EEG data by Principal Component Analysis reduces the quality of its subsequent Independent Component decomposition

    Fiorenzo Artoni, Arnaud Delorme, Scott Makeig · 2018 · NeuroImage

    Cites data paper 198 citations

19. High and low gamma EEG oscillations in central sensorimotor areas are conversely modulated during the human gait cycle

    Martin Seeber, Reinhold Scherer, Johanna Wagner, Teodoro Solis‐Escalante, Gernot Müller-Putz · 2015 · NeuroImage

    Cites data paper 187 citations

20. EEG-based emotion recognition: Review of commercial EEG devices and machine learning techniques

    Didar Dadebayev, Wei Wei Goh, Ee Xion Tan · 2021 · Journal of King Saud University - Computer and Information Sciences

    Cites data paper 186 citations

21. An EEG-Based Brain Computer Interface for Emotion Recognition and Its Application in Patients with Disorder of Consciousness

    Haiyun Huang, Qiuyou Xie, Jiahui Pan, Yanbin He, Zhenfu Wen, Ronghao Yu, Yuanqing Li · 2019 · IEEE Transactions on Affective Computing

    Cites data paper 179 citations

22. High Gamma Band EEG Closely Related to Emotion: Evidence From Functional Network

    Kai Yang, Li Tong, Jun Shu, Ning Zhuang, Bin Yan, Ying Zeng · 2020 · Frontiers in Human Neuroscience

    Cites data paper 176 citations

23. Evolving Signal Processing for Brain–Computer Interfaces

    Scott Makeig, Christian Kothe, Tim Mullen, Nima Bigdely-Shamlo, Zhilin Zhang, Kenneth Kreutz-Delgado · 2012 · Proceedings of the IEEE

    Cites data paper 164 citations

24. The dynamics of EEG gamma responses to unpleasant visual stimuli: From local activity to functional connectivity

    Nicola Martini, Danilo Menicucci, Laura Sebastiani, Remo Bedini, Alessandro Pingitore, Nicola Vanello, Matteo Milanesi, Luigi Landini, Angelo Gemignani · 2012 · NeuroImage

    Cites data paper 152 citations

25. In search of biomarkers in psychiatry: EEG‐based measures of brain function

    Gráinne McLoughlin, Scott Makeig, Ming T. Tsuang · 2013 · American Journal of Medical Genetics Part B Neuropsychiatric Genetics

    Cites data paper 150 citations

26. Decoding the neural representation of affective states

    Laura B. Baucom, Douglas H. Wedell, Jing Wang, David Blitzer, Svetlana V. Shinkareva · 2011 · NeuroImage

    Cites data paper 143 citations

27. Long Short Term Memory Hyperparameter Optimization for a Neural Network Based Emotion Recognition Framework

    Bahareh Nakisa, Mohammad Naim Rastgoo, Andry Rakotonirainy, Frédéric Maire, Vinod Chandran · 2018 · IEEE Access

    Cites data paper 134 citations

28. Electromyogenic artifacts and electroencephalographic inferences revisited

    Brenton W. McMenamin, Alexander J. Shackman, Lawrence L. Greischar, Richard J. Davidson · 2010 · NeuroImage

    Cites data paper 117 citations

29. Emotion Recognition Based on High-Resolution EEG Recordings and Reconstructed Brain Sources

    Hanna Becker, Julien Fleureau, Philippe Guillotel, Fabrice Wendling, Isabelle Merlet, Laurent Albera · 2017 · IEEE Transactions on Affective Computing

    Cites data paper 117 citations

30. A comprehensive survey on emotion recognition based on electroencephalograph (EEG) signals

    Kranti S. Kamble, Joydeep Sengupta · 2023 · Multimedia Tools and Applications

    Cites data paper 106 citations

31. Deep Physiological Affect Network for the Recognition of Human Emotions

    Byung Hyung Kim, Sungho Jo · 2018 · IEEE Transactions on Affective Computing

    Cites data paper 104 citations

32. Spatial-frequency convolutional self-attention network for EEG emotion recognition

    Dongdong Li, Li Xie, Bing Chai, Zhe Wang, Hai Yang · 2022 · Applied Soft Computing

    Cites data paper 102 citations

33. RELICA: A method for estimating the reliability of independent components

    Fiorenzo Artoni, Danilo Menicucci, Arnaud Delorme, Scott Makeig, Silvestro Micera · 2014 · NeuroImage

    Cites data paper 98 citations

34. Spatiotemporal reconstruction of auditory steady-state responses to acoustic amplitude modulations: Potential sources beyond the auditory pathway

    Ehsan Darestani Farahani, Tine Goossens, Jan Wouters, Astrid Van Wieringen · 2017 · NeuroImage

    Cites data paper 90 citations

35. Predicting Exact Valence and Arousal Values from EEG

    Filipe Galvão, Soraia M. Alarcão, Manuel J. Fonseca · 2021 · Sensors

    Cites data paper 88 citations

36. Modern Machine-Learning Algorithms: For Classifying Cognitive and Affective States From Electroencephalography Signals

    Aurélien Appriou, Andrzej Cichocki, Fabien Lotte · 2020 · IEEE Systems Man and Cybernetics Magazine

    Cites data paper 88 citations

37. EEG-Based Multimodal Emotion Recognition: A Machine Learning Perspective

    Huan Liu, Tianyu Lou, Yuzhe Zhang, Yixiao Wu, Yang Xiao, Christian S. Jensen, Dalin Zhang · 2024 · IEEE Transactions on Instrumentation and Measurement

    Cites data paper 87 citations

38. Consumer Grade Brain Sensing for Emotion Recognition

    Payongkit Lakhan, Nannapas Banluesombatkul, Vongsagon Changniam, Ratwade Dhithijaiyratn, Pitshaporn Leelaarporn, Ekkarat Boonchieng, Supanida Hompoonsup, Theerawit Wilaiprasitporn · 2019 · IEEE Sensors Journal

    Cites data paper 79 citations

39. IC-U-Net: A U-Net-based Denoising Autoencoder Using Mixtures of Independent Components for Automatic EEG Artifact Removal

    Chun‐Hsiang Chuang, Kong-Yi Chang, Chih-Sheng Huang, Tzyy‐Ping Jung · 2022 · NeuroImage

    Cites data paper 74 citations

40. EEG-Based Emotion Recognition Using Logistic Regression with Gaussian Kernel and Laplacian Prior and Investigation of Critical Frequency Bands

    Chao Pan, Cheng Shi, Honglang Mu, Jie Li, Xinbo Gao · 2020 · Applied Sciences

    Cites data paper 69 citations

41. Emotion-Related Consciousness Detection in Patients With Disorders of Consciousness Through an EEG-Based BCI System

    Jiahui Pan, Qiuyou Xie, Haiyun Huang, Yanbin He, Yuping Sun, Ronghao Yu, Yuanqing Li · 2018 · Frontiers in Human Neuroscience

    Cites data paper 63 citations

42. “BioVid Emo DB”: A multimodal database for emotion analyses validated by subjective ratings

    Lin Zhang, Steffen Walter, Xueyao Ma, Philipp Werner, Ayoub Al-Hamadi, Harald C. Traue, Sascha Gruss · 2016 · 2016 IEEE Symposium Series on Computational Intelligence (SSCI)

    Cites data paper 59 citations

43. Grand average ERP-image plotting and statistics: A method for comparing variability in event-related single-trial EEG activities across subjects and conditions

    Arnaud Delorme, Makoto Miyakoshi, Tzyy‐Ping Jung, Scott Makeig · 2014 · Journal of Neuroscience Methods

    Cites data paper 56 citations

44. Emotion recognition with EEG-based brain-computer interfaces: a systematic literature review

    Kübra Erat, Elif Bilge Şahin, Furkan Doğan, Nur Merdanoğlu, Ahmet Akcakaya, Pınar Onay Durdu · 2024 · Multimedia Tools and Applications

    Cites data paper 54 citations

45. Video‐triggered EEG‐emotion public databases and current methods: A survey

    Wanrou Hu, Gan Huang, Linling Li, Li Zhang, Zhiguo Zhang, Zhen Liang · 2020 · Brain Science Advances

    Cites data paper 53 citations

46. EEG Alpha and Gamma Modulators Mediate Motion Sickness-Related Spectral Responses

    Shang-Wen Chuang, Chun‐Hsiang Chuang, Yi-Hsin Yu, Jung‐Tai King, Chin‐Teng Lin · 2016 · International Journal of Neural Systems

    Cites data paper 52 citations

47. Classification of independent components of <scp>EEG</scp> into multiple artifact classes

    Laura Frølich, T Andersen, Morten Mørup · 2014 · Psychophysiology

    Cites data paper 52 citations

48. Emotion Recognition from EEG during Self-Paced Emotional Imagery

    Christian Kothe, Scott Makeig, Julie Onton · 2013 · n/a

    Cites data paper 49 citations

49. Challenge for Affective Brain-Computer Interfaces: Non-stationary Spatio-spectral EEG Oscillations of Emotional Responses

    Yi-Wei Shen, Yuan‐Pin Lin · 2019 · Frontiers in Human Neuroscience

    Cites data paper 49 citations

50. MASA-TCN: Multi-Anchor Space-Aware Temporal Convolutional Neural Networks for Continuous and Discrete EEG Emotion Recognition

    Yi Ding, Su Zhang, Chuangao Tang, Cuntai Guan · 2024 · IEEE Journal of Biomedical and Health Informatics

    Cites data paper 49 citations

51. A Comparative Study of Window Size and Channel Arrangement on EEG-Emotion Recognition Using Deep CNN

    Panayu Keelawat, Nattapong Thammasan, Masayuki Numao, Boonserm Kijsirikul · 2021 · Sensors

    Cites data paper 48 citations

52. First Demonstration of a Musical Emotion BCI

    Scott Makeig, Grace Leslie, Tim Mullen, Devpratim Sarma, Nima Bigdely-Shamlo, Christian Kothe · 2011 · Lecture notes in computer science

    Cites data paper 44 citations

53. Probing neural activations from continuous EEG in a real-world task: Time-frequency independent component analysis

    Guofa Shou, Lei Ding, Deepika Dasari · 2012 · Journal of Neuroscience Methods

    Cites data paper 44 citations

54. A Novel Semi-supervised Meta Learning Method for Subject-transfer Brain-computer Interface

    Jingcong Li, Fei Wang, Haiyun Huang, Feifei Qi, Jiahui Pan · 2022 · Neural networks : the official journal of the International Neural Network Society

    Cites data paper 42 citations

55. Investigating EEG Patterns for Dual-Stimuli Induced Human Fear Emotional State

    Naveen Masood, Humera Farooq · 2019 · Sensors

    Cites data paper 41 citations

56. A survey of technologies on the rise for emotion-enhanced interaction

    Daniel Cernea, Andreas Kerren · 2015 · Journal of Visual Languages & Computing

    Cites data paper 40 citations

57. Review on Stimuli Presentation for Affect Analysis Based on EEG

    Parthana Sarma, Shovan Barma · 2020 · IEEE Access

    Cites data paper 36 citations

58. The Relative Contribution of High-Gamma Linguistic Processing Stages of Word Production, and Motor Imagery of Articulation in Class Separability of Covert Speech Tasks in EEG Data

    Amir Jahangiri, Francisco Sepulveda · 2018 · Journal of Medical Systems

    Cites data paper 33 citations

59. Emotion Elicitation Using Film Clips: Effect of Age Groups on Movie Choice and Emotion Rating

    Dilana Hazer, Xueyao Ma, Stefanie Rukavina, Sascha Gruss, Steffen Walter, Harald C. Traue · 2015 · Communications in computer and information science

    Cites data paper 32 citations

60. Dynamic Functional Connectivity of Emotion Processing in Beta Band with Naturalistic Emotion Stimuli

    Sudhakar Mishra, Narayanan Srinivasan, Uma Shanker Tiwary · 2022 · Brain Sciences

    Cites data paper 32 citations

61. Trial-by-trial source-resolved EEG responses to gait task challenges predict subsequent step adaptation

    Johanna Wagner, Ramón Martínez-Cancino, Scott Makeig · 2019 · NeuroImage

    Cites data paper 31 citations

62. Revealing spatio-spectral electroencephalographic dynamics of musical mode and tempo perception by independent component analysis

    Yuan‐Pin Lin, Jeng‐Ren Duann, Wenfeng Feng, Jyh-Horng Chen, Tzyy‐Ping Jung · 2014 · Journal of NeuroEngineering and Rehabilitation

    Cites data paper 31 citations

63. Representation of Cognitive Reappraisal Goals in Frontal Gamma Oscillations

    Jae-Hwan Kang, Ji Woon Jeong, Hyun Taek Kim, Sang Hee Kim, Sung-Phil Kim · 2014 · PLoS ONE

    Cites data paper 31 citations

64. Human Emotion Classification Based on EEG Signals Using Naïve Bayes Method

    Nur Yusuf Oktavia, Adhi Dharma Wibawa, Evi Sentiana Pane, Mauridhi Hery Purnomo · 2019 · 2019 International Seminar on Application for Technology of Information and Communication (iSemantic)

    Cites data paper 30 citations

65. An assessment of an automated EEG biofeedback system for attention deficits in a substance use disorders residential treatment setting.

    Julian R. Keith, Lobsang Rapgay, Don Theodore, Jeffrey M. Schwartz, Jae Lee Ross · 2014 · Psychology of Addictive Behaviors

    Cites data paper 29 citations

66. Emotion-Inducing Imagery Versus Motor Imagery for a Brain-Computer Interface

    Alain Desire Bigirimana, Nazmul Siddique, Damien Coyle · 2020 · IEEE Transactions on Neural Systems and Rehabilitation Engineering

    Cites data paper 29 citations

67. Hierarchical Event Descriptor (HED) tags for analysis of event-related EEG studies

    Nima Bigdely-Shamlo, Kenneth Kreutz-Delgado, Kay A. Robbins, Makoto Miyakoshi, Marissa Westerfield, Tarik Bel‐Bahar, Christian Kothe, Jessica Hsi, Scott Makeig · 2013 · n/a

    Cites data paper 28 citations

68. Electroencephalographic and peripheral temperature dynamics during a prolonged psychomotor vigilance task

    Enrique Molina, Daniel Sanabria, Tzyy‐Ping Jung, Ángel Correa · 2017 · Accident Analysis & Prevention

    Cites data paper 28 citations

69. Unsupervised learning of brain state dynamics during emotion imagination using high-density EEG

    Sheng-Hsiou Hsu, Yayu Lin, Julie Onton, Tzyy‐Ping Jung, Scott Makeig · 2022 · NeuroImage

    Cites data paper 28 citations

70. Unsupervised Learning of Brain State Dynamics during Emotion Imagery using High-Density EEG

    Sheng-Hsiou Hsu, Yayu Lin, Julie Onton, Tzyy‐Ping Jung, Scott Makeig · 2020 · bioRxiv (Cold Spring Harbor Laboratory)

    Cites data paper 27 citations

71. Towards EEG-based BCI driven by emotions for addressing BCI-Illiteracy: a meta-analytic review

    M. Spezialetti, L. Cinque, J. Tavares, G. Placidi · 2018 · Behaviour & Information Technology

    Cites data paper 27 citations

72. Mutual information between inter-hemispheric EEG spectro-temporal patterns: A new feature for automated affect recognition

    Andrea Clerico, Rishabh Gupta, Tiago H. Falk · 2015 · 2015 7th International IEEE/EMBS Conference on Neural Engineering (NER)

    Cites data paper 25 citations

73. Dynamic time warping: A single dry electrode EEG study in a self-paced learning task

    Takashi Yamauchi, Kunchen Xiao, Casady Bowman, Abudullah Mueen · 2015 · 2015 International Conference on Affective Computing and Intelligent Interaction (ACII)

    Cites data paper 24 citations

74. Automated estimation of human emotion from EEG using statistical features and SVM

    Yuliyan Velchev, Svetla Radeva, Strahil Sokolov, Dimitar Radev · 2016 · 2016 Digital Media Industry & Academic Forum (DMIAF)

    Cites data paper 23 citations

75. Electroencephalography-based recognition of six basic emotions in virtual reality environments

    Jialan Xie, Yutong Luo, Shiyuan Wang, Guangyuan Liu · 2024 · Biomedical Signal Processing and Control

    Cites data paper 22 citations

76. Moodmixer : {Eeg}-Based Collaborative Sonification

    Grace Leslie, Tim Mullen · 2011 · n/a

    Cites data paper 21 citations

77. The Effects of Filter’s Class, Cutoff Frequencies, and Independent Component Analysis on the Amplitude of Somatosensory Evoked Potentials Recorded from Healthy Volunteers

    Muhammad Samran Navid, Imran Khan Niazi, Dina Lelic, Asbjørn Mohr Drewes, Heidi Haavik · 2019 · Sensors

    Cites data paper 20 citations

78. EEG power spectral dynamics associated with listening in adverse conditions

    Matthew G. Wisniewski, Alexandria C. Zakrzewski, Destiny R. Bell, Michelle Wheeler · 2021 · Psychophysiology

    Cites data paper 20 citations

79. The modulation of parietal gamma oscillations in the human electroencephalogram with cognitive reappraisal

    Jae-Hwan Kang, Hyeon Min Ahn, Ji Woon Jeong, In-Jae Hwang, Hyun Taek Kim, Sanghee Kim, Sung-Phil Kim · 2012 · Neuroreport

    Cites data paper 19 citations

80. A non-invasive, quantitative study of broadband spectral responses in human visual cortex

    Eline R. Kupers, Helena X. Wang, Kaoru Amano, Kendrick Kay, David J. Heeger, Jonathan Winawer · 2018 · PLoS ONE

    Cites data paper 19 citations

81. Identifying Suitable Brain Regions and Trial Size Segmentation for Positive/Negative Emotion Recognition

    Jennifer Sorinas, María Dolores Grima, J. M. Ferrández, E. Fernández · 2019 · International journal of neural systems

    Cites data paper 19 citations

82. EEG-based functional and effective connectivity patterns during emotional episodes using graph theoretical analysis

    Majid Roshanaei, Hamzeh Norouzi, Julie Onton, Scott Makeig, Alireza Mohammadi · 2025 · Scientific Reports

    Cites data paper 18 citations

83. Emotion Recognition Based on EEG Brain Rhythm Sequencing Technique

    Jiawen Li, Shovan Barma, Sio Hang Pun, Mang I Vai, Peng Un Mak · 2022 · IEEE Transactions on Cognitive and Developmental Systems

    Cites data paper 18 citations

84. Measuring musical engagement using expressive movement and EEG brain dynamics.

    Grace Leslie, Alejandro Ojeda, Scott Makeig · 2014 · Psychomusicology Music Mind and Brain

    Cites data paper 17 citations

85. Investigating the Effects of Chiropractic Spinal Manipulation on EEG in Stroke Patients

    Muhammad Samran Navid, Imran Khan Niazi, Dina Lelic, Rasmus Bach Nedergaard, Kelly Holt, Imran Amjad, Asbjørn Mohr Drewes, Heidi Haavik · 2020 · Brain Sciences

    Cites data paper 17 citations

86. Juggler’s ASR: Unpacking the principles of artifact subspace reconstruction for revision toward extreme MoBI

    Hyeonseok Kim, Chi-Yuan Chang, Christian Kothe, John R. Iversen, Makoto Miyakoshi · 2025 · Journal of Neuroscience Methods

    Cites data paper 17 citations

87. Unsupervised representation learning of spontaneous MEG data with nonlinear ICA

    Yongjie Zhu, Tiina Parviainen, Erkka Heinilä, Lauri Parkkonen, Aapo Hyvärinen · 2023 · NeuroImage

    Cites data paper 17 citations

88. How appraisals shape driver emotions: A study from discrete and dimensional emotion perspectives

    Tingru Zhang, Alan H. S. Chan · 2014 · Transportation Research Part F Traffic Psychology and Behaviour

    Cites data paper 16 citations

89. Data fusion in neuromarketing: Multimodal analysis of biosignals, lifecycle stages, current advances, datasets, trends, and challenges

    Mario Quiles Pérez, Enrique Tomás Martínez Beltrán, Sergio López Bernal, Eduardo Horna Prat, Luis Montesano Del Campo, Lorenzo Fernández Maimó, Alberto Huertas Celdrán · 2024 · Information Fusion

    Cites data paper 16 citations

90. EEG Correlates of Voice and Face Emotional Judgments in the Human Brain

    K. Hiyoshi-Taniguchi, Masahiro Kawasaki, Tatsuya Yokota, Hovagim Bakardjian, H. Fukuyama, Andrzej Cichocki, François Vialatte · 2013 · Cognitive Computation

    Cites data paper 16 citations

91. A Novel EEG-Based Four-Class Linguistic BCI

    Amir Jahangiri, David Achanccaray, Francisco Sepulveda · 2019 · n/a

    Cites data paper 14 citations

92. Neural Comodulation of Independent Brain Processes Related to Multitasking

    Thomas Do, Chun‐Hsiang Chuang, Shih-Jie Hsiao, Chin‐Teng Lin, Yu–Kai Wang · 2019 · IEEE Transactions on Neural Systems and Rehabilitation Engineering

    Cites data paper 14 citations

93. Insights from EEG analysis of evoked memory recalls using deep learning for emotion charting

    Muhammad Najam Dar, Muhammad Usman Akram, Ahmad Rauf Subhani, Sajid Gul Khawaja, Constantino Carlos Reyes‐Aldasoro, Sarah Gul · 2024 · Scientific Reports

    Cites data paper 14 citations

94. Dynamic-Attention-Based EEG State Transition Modeling for Emotion Recognition

    Xinke Shen, Runmin Gan, Kaixuan Wang, Shuyi Yang, Qingzhu Zhang, Quanying Liu, Dan Zhang, Sen Song · 2025 · IEEE Transactions on Affective Computing

    Cites data paper 14 citations

95. Brain activity during time to contact estimation: an EEG study

    Asieh Daneshi, Hamed Azarnoush, Farzad Towhidkhah, Delphine Bernardin, Jocelyn Faubert · 2019 · Cognitive Neurodynamics

    Cites data paper 13 citations

96. Affective Brain-Computer Interfaces

    Rafael A. Calvo, Sidney K. D’Mello, Jonathan Gratch, Arvid Kappas, Christian Mühl, Dirk Heylen, Anton Nijholt · 2014 · Oxford University Press eBooks

    Cites data paper 13 citations

97. Deep learning-based self-induced emotion recognition using EEG

    Yerim Ji, Suh-Yeon Dong · 2022 · Frontiers in Neuroscience

    Cites data paper 13 citations

98. A Systematic Review on Artificial Intelligence-Based Multimodal Dialogue Systems Capable of Emotion Recognition

    Luis Bravo, Ciro Rodríguez, Pedro Hidalgo, Cesar Angulo · 2025 · Multimodal Technologies and Interaction

    Cites data paper 13 citations

99. Brain Dynamics During Arousal-Dependent Pleasant/Unpleasant Visual Elicitation: An Electroencephalographic Study on the Circumplex Model of Affect

    Alberto Greco, Gaetano Valenza, Enzo Pasquale Scilingo · 2018 · IEEE Transactions on Affective Computing

    Cites data paper 12 citations

100. Classifying oscillatory brain activity associated with Indian Rasas using network metrics

     Pankaj Pandey, Richa Tripathi, Krishna Prasad Miyapuram · 2022 · Brain Informatics

     Cites data paper 12 citations

101. Comparing Neural Correlates of Human Emotions across Multiple Stimulus Presentation Paradigms

     Naveen Masood, Humera Farooq · 2021 · Brain Sciences

     Cites data paper 12 citations

102. Tonic EEG dynamics during psychomotor vigilance task

     Enrique Molina, Ángel Correa, Daniel Sanabria, Tzyy‐Ping Jung · 2013 · n/a

     Cites data paper 11 citations

103. EEG-based Happy and Sad Emotions Classification using LSTM and Bidirectional LSTM

     Monica Pratiwi, Adhi Dharma Wibawa, Mauridhi Hery Purnomo · 2021 · n/a

     Cites data paper 11 citations

104. Unifying Blind Separation and Clustering for Resting-State EEG/MEG Functional Connectivity Analysis

     Jun-ichiro Hirayama, Takeshi OGAWA, Aapo Hyvärinen · 2015 · Neural Computation

     Cites data paper 11 citations

105. Discovering Emotion-Inducing Music Features Using EEG Signals

     Rafael Cabredo, Roberto Legaspi, Paul Salvador Inventado, Masayuki Numao · 2013 · Journal of Advanced Computational Intelligence and Intelligent Informatics

     Cites data paper 11 citations

106. Quantitative EEG (QEEG) Analysis of Emotional Interaction between Abusers and Victims in Intimate Partner Violence: A Pilot Study

     Heewook Weon, Youn-Eon Byun, Hyun‐Ja Lim · 2021 · Brain Sciences

     Cites data paper 11 citations

107. Affective EEG-Based Person Identification Using Channel Attention Convolutional Neural Dense Connection Network

     Zhang Yun-xia, Xin Li, Changming Zhao, Wenyin Zheng, Manqing Wang, Yongqing Zhang, Hongjiang Ma, Dongrui Gao · 2021 · Security and Communication Networks

     Cites data paper 11 citations

108. Comparing the Differences in Brain Activities and Neural Comodulations Associated With Motion Sickness Between Drivers and Passengers

     Kuan‐Chih Huang, Alka Rachel John, Tzyy‐Ping Jung, Wen-Feng Tsai, Yi-Hsin Yu, Chin‐Teng Lin · 2021 · IEEE Transactions on Neural Systems and Rehabilitation Engineering

     Cites data paper 10 citations

109. Effortful Listening Produces Both Enhancement and Suppression of Alpha in the EEG

     Matthew G. Wisniewski, Alexandria C. Zakrzewski · 2023 · Auditory Perception & Cognition

     Cites data paper 10 citations

110. Independent Components of EEG Activity Correlating with Emotional State

     Yasuhisa Maruyama, Yousuke Ogata, Laura Alejandra Martínez-Tejada, Yasuharu Koike, Natsue Yoshimura · 2020 · Brain Sciences

     Cites data paper 10 citations

111. A Survey of Methods and Performances for EEG-Based Emotion Recognition

     Asma Baghdadi, Yassine Aribi, Adel M. Alimi · 2017 · Advances in intelligent systems and computing

     Cites data paper 10 citations

112. Joie: a Joy-based Brain-Computer Interface (BCI)

     Angela Vujic, Shreyas Nisal, Pattie Maes · 2023 · Proceedings of the 36th Annual ACM Symposium on User Interface Software and Technology

     Cites data paper 9 citations

113. A Multi-Context Emotional EEG Dataset for Cross-Context Emotion Decoding

     Xin Xu, Xinke Shen, X Chen, Qingzhu Zhang, Sitian Wang, Yihan Li, Zongsheng Li, Dan Zhang, Mingming Zhang, Quanying Liu · 2025 · Scientific Data

     Cites data paper 8 citations

114. Linking offline learning mechanisms to anxiety traits

     Qianqian Yu, Yuejia Luo, Raymond J. Dolan, Jianxin Ou, Chuwen Huang, Haiteng Wang, Zhibing Xiao, Matthew M. Nour, Yunzhe Liu · 2023 · bioRxiv (Cold Spring Harbor Laboratory)

     Cites data paper 8 citations

115. Emotional reaction recognition from EEG

     Kiret Dhindsa, Suzanna Becker · 2017 · 2017 International Workshop on Pattern Recognition in Neuroimaging (PRNI)

     Cites data paper 7 citations

116. The improved method for robotic devices control with operator's emotions detection

     Eugene V. Chepin, Alexander A. Dyumin, Gleb A. Urvanov, Timofei I. Voznenko · 2016 · 2016 IEEE NW Russia Young Researchers in Electrical and Electronic Engineering Conference (EIConRusNW)

     Cites data paper 7 citations

117. Reconstruction and localization of auditory sources from intracerebral SEEG using independent component analysis

     Víctor J. López‐Madrona, Samuel Médina Villalon, J Velmurugan, Aurore Semeux-Bernier, Élodie Garnier, J. Badier, Daniele Schön, Christian Bénar · 2023 · NeuroImage

     Cites data paper 7 citations

118. Calculate the Quality Measures on Classification of Continuous EEG without Trial Structure EEG Dataset

     J. Mangesh, G. Mukta, Ashutosh Pankaj · 2016 · International Journal of Computer Applications

     Cites data paper 6 citations

119. Valence-specific EEG microstate modulations during self-generated affective states

     Anakarina Nazare, Miralena I. Tomescu · 2024 · Frontiers in Psychology

     Cites data paper 6 citations

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124. Neuroscience Based Design: Fundamentals and Applications

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125. Biases in Assigning Emotions in Patients Due to Multicultural Issues

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126. Online classifier of AMICA model to evaluate state anxiety while standing in virtual reality

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128. Electrode quantity outperforms spatial topology in EEG-based emotion recognition: A dual-CNN study on electrode configuration

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130. EEG electrodes selection for emotion recognition independent of stimulus presentation paradigms

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131. The study of fear-induced power modulations for Cognitive Man-Machine Communication

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139. Emotional responses as independent components in EEG

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140. Static and Dynamic Methods for Emotion Recognition from Physiological Signals

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142. Analysis of Microstate Organization During Emotional Events

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143. Affect Recognition Using Electroencephalography Features

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144. EEG-based BCI system via arithmetic and emotional imagery

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145. Feature Reduction Using Genetic Algorithm for Cognitive Man-Machine Communication

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146. AFFECT RECOGNITION USING ELECTROENCEPHALOGRAPHY FEATURES A Thesis by SUSHIRDEEP NARAYANA Submitted to the Office of Graduate and Professional Studies of Texas A&M University in partial fulfillment of the requirements for the degree of MASTER OF SCIENCE

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147. EEG AND F ACE U SING S TATISTICAL F EATURES AND SVM

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     Cites data paper

148. Exploring Spatio-Spectral Electroencephalogram Modulations of Imbuing Emotional Intent During Active Piano Playing

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149. Trait anxiety is associated with reduced reward-related replay at rest

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150. Combined LinkNet‐MBi‐LSTM for brain activity recognition with new Stockwell transform features

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     Cites data paper

No citations of that kind for this dataset.