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FACED - Finer-grained Affective Computing EEG Dataset

nm000112 · 97 high-confidence citations

  1. A Large Finer-grained Affective Computing EEG Dataset

    Jingjing Chen, Xiaobin Wang, Chen Huang, Xin Hu, Xinke Shen, Dan Zhang · 2023 · Scientific Data

    Cites data paper 95 citations

  2. REVE: A Foundation Model for EEG - Adapting to Any Setup with Large-Scale Pretraining on 25,000 Subjects

    Yassine El Ouahidi, Jonathan Lys, Philipp Thölke, Nicolas Farrugia, B. Pasdeloup, Vincent Gripon, Karim Jerbi, Giulia Lioi · 2025 · ArXiv

    Cites data paper 67 citations

  3. EmT: A Novel Transformer for Generalized Cross-Subject EEG Emotion Recognition

    Yi Ding, Chengxuan Tong, Shuailei Zhang, Muyun Jiang, Yong Li, Kevin Lim, Cuntai Guan · 2025 · IEEE Transactions on Neural Networks and Learning Systems

    Cites data paper 61 citations

  4. SEED-VII: A Multimodal Dataset of Six Basic Emotions With Continuous Labels for Emotion Recognition

    Wei-Bang Jiang, Xuan-Hao Liu, Wei‐Long Zheng, Bao‐Liang Lu · 2024 · IEEE Transactions on Affective Computing

    Cites data paper 50 citations

  5. Identifying Stable EEG Patterns in Manipulation Task for Negative Emotion Recognition

    Yu Pei, Shaokai Zhao, Liang Xie, Zhiguo Luo, Dongdong Zhou, Chuang Ma, Yan Ye, Erwei Yin · 2025 · IEEE Transactions on Affective Computing

    Cites data paper 49 citations

  6. Semi-Supervised Dual-Stream Self-Attentive Adversarial Graph Contrastive Learning for Cross-Subject EEG-Based Emotion Recognition

    Weishan Ye, Zhiguo Zhang, Fei Teng, Min Zhang, Jianhong Wang, Dong Ni, Fali Li, Peng Xu, Zhen Liang · 2024 · IEEE Transactions on Affective Computing

    Cites data paper 46 citations

  7. Attention-Based Temporal Graph Representation Learning for EEG-Based Emotion Recognition

    Chao Li, Feng Wang, Ziping Zhao, Haishuai Wang, Björn W. Schuller · 2024 · IEEE Journal of Biomedical and Health Informatics

    Cites data paper 39 citations

  8. A multi-domain constraint learning system inspired by adaptive cognitive graphs for emotion recognition

    Dongrui Gao, Mengwen Liu, Haokai Zhang, Manqing Wang, Hongli Chang, Gaoxiang Ouyang, Shihong Liu, Pengrui Li · 2025 · Neural Networks

    Cites data paper 36 citations

  9. Multi-Scale Masked Autoencoders for Cross-Session Emotion Recognition

    Miaoqi Pang, Hongtao Wang, Jiayang Huang, Chi‐Man Vong, Zhiqiang Zeng, Chuangquan Chen · 2024 · IEEE Transactions on Neural Systems and Rehabilitation Engineering

    Cites data paper 35 citations

  10. EEGMamba: An EEG foundation model with Mamba

    Jiquan Wang, Sha Zhao, Zhiling Luo, Yangxuan Zhou, Shijian Li, Gang Pan · 2025 · Neural Networks

    Cites data paper 33 citations

  11. Evolutionary Ensemble Learning for EEG-Based Cross-Subject Emotion Recognition

    Hanzhong Zhang, Tienyu Zuo, Zhiyang Chen, Xin Wang, Poly Z. H. Sun · 2024 · IEEE Journal of Biomedical and Health Informatics

    Cites data paper 31 citations

  12. BrainOmni: A Brain Foundation Model for Unified EEG and MEG Signals

    Qinfan Xiao, Ziyun Cui, Chi Zhang, Siqi Chen, Wen Wu, Andrew Thwaites, Alexandra Woolgar, Bowen Zhou, Chao Zhang · 2025 · ArXiv

    Cites data paper 29 citations

  13. Generalized Contrastive Partial Label Learning for Cross-Subject EEG-Based Emotion Recognition

    Wei Li, Lingmin Fan, Shitong Shao, Aiguo Song · 2024 · IEEE Transactions on Instrumentation and Measurement

    Cites data paper 26 citations

  14. Neuron Perception Inspired EEG Emotion Recognition With Parallel Contrastive Learning

    Dongdong Li, Shengyao Huang, Li Xie, Zhe Wang, Jiazhen Xu · 2025 · IEEE Transactions on Neural Networks and Learning Systems

    Cites data paper 23 citations

  15. EEG Emotion Copilot: Optimizing lightweight LLMs for emotional EEG interpretation with assisted medical record generation

    Hongyu Chen, Weiming Zeng, Chengcheng Chen, Luhui Cai, Fei Wang, Fei Wang, Yuhu Shi, Lei Wang, Lei Wang, Wei Zhang, Yueyang Li, Hongjie Yan, Wai Ting Siok, Nizhuan Wang · 2025 · Neural Networks

    Cites data paper 22 citations

  16. Cross-subject emotion recognition with contrastive learning based on EEG signal correlations

    Mengting Hu, Dan Xu, Kangjian He, Kunyuan Zhao, Haolan Zhang · 2025 · Biomedical Signal Processing and Control

    Cites data paper 21 citations

  17. Multi-Scale Hyperbolic Contrastive Learning for Cross-Subject EEG Emotion Recognition

    Chang Jiang, Zhixin Zhang, Yuhua Qian, Pan Lin · 2025 · IEEE Transactions on Affective Computing

    Cites data paper 20 citations

  18. Cross-dataset EEG emotion recognition based on pre-trained Vision Transformer considering emotional sensitivity diversity

    Fang Wang, Yu‐Chu Tian, Xiaobo Zhou · 2025 · Expert Systems with Applications

    Cites data paper 20 citations

  19. CodeBrain: Bridging Decoupled Tokenizer and Multi-Scale Architecture for EEG Foundation Model

    Jingying Ma, Feng Wu, Qika Lin, Yucheng Xing, Chenyu Liu, Ziyu Jia, Mengling Feng · 2025 · ArXiv

    Cites data paper 19 citations

  20. The cognitive impacts of large language model interactions on problem solving and decision making using EEG analysis

    Ting Jiang, Jihua Wu, Stephen C.H. Leung · 2025 · Frontiers in Computational Neuroscience

    Cites data paper 17 citations

  21. A Simple Review of EEG Foundation Models: Datasets, Advancements and Future Perspectives

    Junhong Lai, Jiyu Wei, Lin Yao, Yueming Wang · 2025 · ArXiv

    Cites data paper 17 citations

  22. Contrastive learning of shared spatiotemporal EEG representations across individuals for naturalistic neuroscience

    Xinke Shen, Lingyi Tao, X Chen, Sen Song, Quanying Liu, Dan Zhang · 2024 · NeuroImage

    Cites data paper 15 citations

  23. AC-CfC: An attention-based convolutional closed-form continuous-time neural network for raw multi-channel EEG-based emotion recognition

    Yiwu Wang, Yingyue Zhou, Weikun Lu, Qiao Wu, Qiang Li, Runfeng Zhang · 2024 · Biomedical Signal Processing and Control

    Cites data paper 14 citations

  24. VAE-CapsNet: A common emotion information extractor for cross-subject emotion recognition

    Huayu Chen, Junxiang Li, Junxiang Li, Huanhuan He, Shuting Sun, Jing Zhu, Xiaowei Li, Bin Hu · 2025 · Knowledge-Based Systems

    Cites data paper 13 citations

  25. 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 12 citations

  26. Large Language Models for EEG: A Comprehensive Survey and Taxonomy

    Naseem Babu, Jimson Mathew, A. Vinod · 2025 · ArXiv

    Cites data paper 12 citations

  27. EEG-Based Emotion Recognition: A Review and Emerging Paths

    Huy Tung Phuong, Im Eun-Tack, Oh Myeong-Seok, Gwang-Yong Gim · 2025 · IEEE Access

    Cites data paper 11 citations

  28. Deep Learning-Based EEG Emotion Recognition: A Review

    Y. H. Liu, Wenbo Xue, Li Yang, Mengmeng Li · 2025 · Brain Sciences

    Cites data paper 10 citations

  29. Multiple class transfer learning framework with source label adaptive correction for EEG emotion recognition

    Lei Zhu, Mengxuan Xu, Aiai Huang, Jianhai Zhang, Xufei Tan · 2025 · Biomedical Signal Processing and Control

    Cites data paper 9 citations

  30. Spiking Spatiotemporal Neural Architecture Search for EEG-Based Emotion Recognition

    Wei Li, Zhihao Zhu, Shitong Shao, Yao Lu, Aiguo Song · 2024 · IEEE Transactions on Instrumentation and Measurement

    Cites data paper 9 citations

  31. DeeperBrain: A Neuro-Grounded EEG Foundation Model Towards Universal BCI

    Jiquan Wang, Sha Zhao, Yangxuan Zhou, Yiming Kang, Shijian Li, Gang Pan · 2026 · ArXiv

    Cites data paper 9 citations

  32. Foundation models for EEG decoding: current progress and prospective research

    Yao Yuxuan, Hongbo Wang, Chen Li, Peng Yiheng, Jingjing Luo · 2025 · Journal of Neural Engineering

    Cites data paper 8 citations

  33. MSGM: a multi-scale spatiotemporal graph Mamba for EEG emotion recognition

    Hanwen Liu, Yifeng Gong, Zuwei Yan, Zeheng Zhuang, Jiaxuan Lu · 2026 · Frontiers in Neuroscience

    Cites data paper 7 citations

  34. NeuralBench: A Unifying Framework to Benchmark NeuroAI Models

    Hubert J. Banville, Stéphane d’Ascoli, Simon Dahan, Jérémy Rapin, Marlène Careil, Yohann Benchetrit, Jarod Lévy, S. Panchavati, Antoine Ratouchniak, Mingfang Zhang, Elisa Cascardi, K. Begany, Teon L Brooks, Jean-Rémi King · 2026 · ArXiv

    Cites data paper 7 citations

  35. Fearful Events Induce Sustained Changes in Spontaneous Aperiodic EEG

    Michele Deodato, David Melcher, Patrik Vuilleumier · 2025 · Psychophysiology

    Cites data paper 6 citations

  36. A Review of Deep Learning Techniques for EEG-Based Emotion Recognition: Models, Methods, and Datasets

    P. Sreehari, U. Raghavendra, Anjan Gudigar, B. K. Deka, D. Noronha, A. Khan · 2025 · F1000Research

    Cites data paper 6 citations

  37. Investigating the Effects of Sleep Conditions on Emotion Responses with EEG Signals and Eye Movements

    Ziyi Li, Le-Yan Tao, Rui-Xiao Ma, Wei‐Long Zheng, Bao‐Liang Lu · 2025 · IEEE Transactions on Affective Computing

    Cites data paper 6 citations

  38. ACCNet: Adaptive cross-frequency coupling graph attention for EEG emotion recognition

    Dongyuan Tian, Yucheng Wang, Peiliang Gong, Zhewen Xu, Zhenghua Chen, Xiaohui Wei, Min Wu · 2025 · Neural Networks

    Cites data paper 5 citations

  39. Dynamical Causal Graph Neural Network for EEG Emotion Recognition

    Yushun Xiao, Wenming Zheng, Guoying Zhao · 2025 · IEEE Transactions on Affective Computing

    Cites data paper 5 citations

  40. CoMET: A Contrastive-Masked Brain Foundation Model for Universal EEG Representation

    Ang Li, Zikai Wang, Liuyin Yang, Zhenyu Wang, Tianheng Xu, Honglin Hu, Marc M. Van Hulle · 2025 · n/a

    Cites data paper 5 citations

  41. Multi-source domain transfer network based on subdomain adaptation and minimum class confusion for EEG emotion recognition

    Lei Zhu, Mengxuan Xu, Aiai Huang, Jianhai Zhang, Xufei Tan · 2024 · Computer Methods in Biomechanics & Biomedical Engineering

    Cites data paper 4 citations

  42. Spiking neural networks for EEG signal analysis: From theory to practice

    Siqi Cai, Zheyuan Lin, Xiaoli Liu, Wenjie Wei, Shuai Wang, Malu Zhang, Tanja Schultz, Haizhou Li · 2025 · Neural Networks

    Cites data paper 4 citations

  43. Latent Structure of Affective Representations in Large Language Models

    Benjamin J Choi, Melanie Weber · 2026 · ArXiv

    Cites data paper 4 citations

  44. EMOD: A Unified EEG Emotion Representation Framework Leveraging V-A Guided Contrastive Learning

    Yuning Chen, Sha Zhao, Shijian Li, Gang Pan · 2025 · n/a

    Cites data paper 4 citations

  45. SPICED: A Synaptic Homeostasis-Inspired Framework for Unsupervised Continual EEG Decoding

    Yangxuan Zhou, Sha Zhao, Jiquan Wang, Haiteng Jiang, Shijian Li, Tao Li, Gang Pan · 2025 · ArXiv

    Cites data paper 4 citations

  46. DREAMS: A python framework for training deep learning models on EEG data with model card reporting for medical applications

    Rabindra Khadka, Pedro G. Lind, Anis Yazidi, Asma Belhadi · 2025 · SoftwareX

    Cites data paper 3 citations

  47. MTADA: A Multi-Task Adversarial Domain Adaptation Network for EEG-Based Cross-Subject Emotion Recognition

    Lina Qiu, Zuorui Ying, Xianyue Song, Weisen Feng, Chengju Zhou, Jiahui Pan · 2025 · IEEE Transactions on Affective Computing

    Cites data paper 3 citations

  48. GANN: EEG-based Emotion Classification Using Context-Aware Gated Attention Neural Network

    Rand Alibrahim, Heba Kurdi · 2024 · Procedia Computer Science

    Cites data paper 3 citations

  49. FreqDGT: Frequency-Adaptive Dynamic Graph Networks with Transformer for Cross-Subject EEG Emotion Recognition

    Yueyang Li, Shengyu Gong, Weiming Zeng, Nizhuan Wang, Wai Ting Siok · 2025 · 2025 International Conference on Machine Intelligence and Nature-Inspired Computing (MIND)

    Cites data paper 3 citations

  50. Wearable Music2Emotion : Assessing Emotions Induced by AI-Generated Music through Portable EEG-fNIRS Fusion

    Sha Zhao, Song Yi, Yangxuan Zhou, Jiadong Pan, Jiquan Wang, Jie Xia, Shijian Li, Shurong Dong, Gang Pan · 2025 · Proceedings of the 33rd ACM International Conference on Multimedia

    Cites data paper 3 citations

  51. Affective annotation of videos from EEG-based crowdsourcing

    Yoelvis Moreno-Alcayde, Tuukka Ruotsalo, Luis A. Leiva, V. Javier Traver · 2025 · Pattern Analysis and Applications

    Cites data paper 3 citations

  52. OmniEEG-Bench: A Standardized Evaluation Benchmark for EEG Foundation Models

    Zilin Lu, Zongsheng Li, Xinke Shen, Kexin Lou, Ying Xin, Xiaoqing Chen, Shinan Wang, Xiangyu Chen, Jiahao Fan, Chenyu Huang, Xin Xu, Zhoujie Hou, Chen Wei, Quanying Liu · 2026 · ArXiv

    Cites data paper 3 citations

  53. Multi-dataset Joint Pre-training of Emotional EEG Enables Generalizable Affective Computing

    Qingzhu Zhang, J. Zhong, Zongsheng Li, Xinke Shen, Quanying Liu · 2025 · ArXiv

    Cites data paper 3 citations

  54. SingLEM: Single-Channel Large EEG Model

    Jamiyan Sukhbaatar, S. Imamura, Ibuki Inoue, Shoya Murakami, Kazi Mahmudul Hassan, Seungwoo Han, Ingon Chanpornpakdi, Toshihisa Tanaka · 2025 · ArXiv

    Cites data paper 3 citations

  55. Towards Recognizing Spatial-temporal Collaboration of EEG Phase Brain Networks for Emotion Understanding

    Jiangfeng Sun, Kaiwen Xue, Qika Lin, Y. Qiao, Yifan Zhu, Z. Ou, Meina Song · 2025 · n/a

    Cites data paper 3 citations

  56. A Novel Spatial Fractional-Domain Approach for Short Emotion-Evoked EEG Identity Recognition

    Chang Jiang, Jianjiang Luo, Liyun Xu, Yuhui Du, Xiangguo Wang, Pan Lin · 2025 · IEEE Sensors Journal

    Cites data paper 2 citations

  57. A novel adaptive lightweight multimodal efficient feature inference network ALME-FIN for EEG emotion recognition

    Xiaoliang Guo, Shuo Zhai · 2025 · Cognitive Neurodynamics

    Cites data paper 2 citations

  58. An Improved Dual Stream DGCNN Method for Fine-Grained Positive Emotion Classification

    Shanshan Hu, Zhiwen Yu, En Xu, Yao Wang, Ying Zhang, Bin Guo · 2024 · n/a

    Cites data paper 2 citations

  59. EEG Emotion Recognition With Uncertainty-Aware Contrastive Learning and Frequency-Aware Self-Attention

    Xu Xu, Junxin Chen, Qiang He, Yongfei Wu, Yicong Zhou · 2026 · IEEE Transactions on Cybernetics

    Cites data paper 2 citations

  60. EEGDiffuser: Label-guided EEG signals synthesis via diffusion model for BCI applications

    Jiquan Wang, Sha Zhao, Zhiling Luo, Yangxuan Zhou, Shijian Li, Gang Pan · 2026 · Neurocomputing

    Cites data paper 2 citations

  61. CRIA: A cross-view interaction and instance-adapted pre-training framework for generalizable EEG representations

    Puchun Liu, C. L. Philip Chen, Yubin He, Tong Zhang · 2026 · Pattern Recognition

    Cites data paper 2 citations

  62. LEAF: Language-EEG Aligned Foundation Model for Brain-Computer Interfaces

    Muyun Jiang, Shuailei Zhang, Zhenjie Yang, Mengjun Wu, Weibang Jiang, Zhiwei Guo, Wei Zhang, Rui Liu, Shangen Zhang, Yong Li, Yi Ding, Cuntai Guan · 2025 · n/a

    Cites data paper 2 citations

  63. SDC-Net: A Domain Adaptation Framework with Semantic-Dynamic Consistency for Cross-Subject EEG Emotion Recognition

    Jiahao Tang, Youjun Li, Xiangting Fan, Yangxuan Zheng, Siyuan Lu, Xueping Li, Peng Fang, Chenxi Li, Zi-Gang Huang · 2025 · ArXiv

    Cites data paper 2 citations

  64. LEL: Lipschitz Continuity Constrained Ensemble Learning for Efficient EEG-Based Intrasubject Emotion Recognition

    Shengyu Gong, Yueyang Li, Zijian Kang, Bo Chai, Weiming Zeng, Hongjie Yan, Zhiguo Zhang, W. Siok, Nizhuan Wang · 2025 · IEEE Sensors Journal

    Cites data paper 2 citations

  65. WST-CAA: A Brainprint Recognition Framework Based on Wavelet Scattering Transform and Channel-Axial Attention Dense Network

    Haoying Zhu, Kunpeng Zhang, De‐Shen Wang, Jiahui Pan, Junduan Huang · 2025 · IEEE Signal Processing Letters

    Cites data paper 1 citations

  66. Multi-Scale Attention-Based Dense Spatial-Temporal Model for Emotion Induction in Response to Olfactory Stimuli

    Jianming Zhang, Wei-Bang Jiang, Wei‐Long Zheng, Bao‐Liang Lu · 2025 · n/a

    Cites data paper 1 citations

  67. Exploring the Neural Basis and Validity of Ordinal Emotion Representation Through EEG

    Xuyang Chen, Xin Xu, Dan Zhang, Xinke Shen · 2025 · Tsinghua Science & Technology

    Cites data paper 1 citations

  68. A Multimodal Dataset for Assessing Emotion, Stress, and Emotional Workload in Interpersonal Work Scenario

    Duri Lee, Eunji Park, Gyuna Kim, Yunjo Han, Uichin Lee · 2026 · Scientific Data

    Cites data paper 1 citations

  69. PREFAB: PREFerence-based Affective Modeling for Low-Budget Self-Annotation

    JaeYoung Moon, Youjin Choi, Yucheon Park, Dávid Melhárt, Georgios N. Yannakakis, Kyung-Joong Kim · 2026 · Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems

    Cites data paper 1 citations

  70. SEED-OLF: A Novel EEG Dataset With Olfactory Stimulation for Emotion Recognition

    Jianming Zhang, Wei-Bang Jiang, Wei‐Long Zheng, Bao-Liang Lu · 2026 · IEEE Transactions on Affective Computing

    Cites data paper 1 citations

  71. EEGTune: A data-efficient fine-tuning framework for EEG foundation models

    Zelin Liao, Yonghao Song, Chengjian Xu, Haochuan Zhang, Qingqing Zheng · 2026 · Pattern Recognition

    Cites data paper 1 citations

  72. Cross-Subject EEG Emotion Recognition Based on Temporal Asynchronous Alignment Contrastive Learning

    Yingze Xie, Yichi Zheng, Zehui Xiao, Wenkai Lu, Mengting Liu · 2026 · ArXiv

    Cites data paper 1 citations

  73. Channel Adaptation for EEG Foundation Models: A Systematic Benchmark Across Architectures, Tasks, and Training Regimes

    Kuntal Kokate, Bruno Aristimunha, Dung Truong, Arnaud Delorme · 2026 · ArXiv

    Cites data paper 1 citations

  74. LI-DSN: A Layer-wise Interactive Dual-Stream Network for EEG Decoding

    Cheng Yue, Zhiyuan Ma, Zhongye Xia, Xinche Zhang, Yisi Zhang, Xinke Shen, Sen Song · 2026 · ArXiv

    Cites data paper 1 citations

  75. CRCC: Contrast-Based Robust Cross-Subject and Cross-Site Representation Learning for EEG

    Xiaobin Wong, Zhonghua Zhao, Haoran Guo, Zhengyi Liu, Yu Wu, Feng Yan, Zhiren Wang, Sen Song · 2026 · ArXiv

    Cites data paper 1 citations

  76. Geometry- and Relation-Aware Diffusion for EEG Super-Resolution

    Laura Yao, Gengwei Zhang, M. Chowdhury, Yunmei Liu, Tianlong Chen · 2026 · ArXiv

    Cites data paper 1 citations

  77. HEEGNet: Hyperbolic Embeddings for EEG

    Shanglin Li, Shiwen Chu, Okan Koç, Yi Ding, Qibin Zhao, M. Kawanabe, Ziheng Chen · 2026 · ArXiv

    Cites data paper 1 citations

  78. When Sound Helps or Hurts: Behavioral and EEG Evidence on the Dual Effects of Indoor Acoustic Environments on Office Work Performance

    Dan Chong, Wangling Zhu, Tao Liu, H. Hou, Ying Zhang, Yuqi Su · 2025 · Buildings

    Cites data paper 1 citations

  79. STAMP: Spatial-Temporal Adapter with Multi-Head Pooling

    Brad Shook, Abigail Turner, Jieshi Chen, Michał Wiliński, Mononito Goswami, Jonathan Elmer, A. Dubrawski · 2025 · ArXiv

    Cites data paper 1 citations

  80. BrainPro: Towards Large-scale Brain State-aware EEG Representation Learning

    Yi Ding, Muyun Jiang, Weibang Jiang, Shuailei Zhang, Xin-qiu Zhou, Chenyu Liu, Shanglin Li, Yong Li, Cuntai Guan · 2025 · ArXiv

    Cites data paper 1 citations

  81. PSGCL: Pseudo-siamese supervised graph contrastive learning for enhancing prior knowledge guidance in EEG classification

    Guangqiang Li, Ning Chen, Hongqing Zhu, Yixiang Niu, Zhangyong Xu, Jing Li, Zhiying Zhu · 2026 · Knowledge-Based Systems

    Cites data paper

  82. Adaptive Spatiotemporal Transformer for EEG-Based Emotion Recognition

    Xiaolong Zhong, F. Y. Wu, Yoshiharu Hirano, Zhong Wei Yin, Gang Liu · 2025 · 2025 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)

    Cites data paper

  83. Adaptive data compression and reconstruction for memory-bounded EEG continual learning

    Chengcheng Xie, Jiahui Fu · 2026 · Information Sciences

    Cites data paper

  84. Stimulus identity rather than emotion drives EEG classification on the FACED dataset

    Moritz Gerster, Elizaveta Sirotina, Anton Orlovskii, Alexandra Hertz, Juliette Champaud, Domenico Guarino, Silvia Tulli · 2026 · bioRxiv (Cold Spring Harbor Laboratory)

    Cites data paper

  85. A Hybrid Eeg Based Emotion Recognition with Dimensionality Reduction and Ensemble Learning

    Menahil Khawar, Sanay Muhammad Umar Saeed, Sohail Khalid · 2025 · 2025 27th International Multitopic Conference (INMIC)

    Cites data paper

  86. Deep Learning Approach for EEG-based Emotion Recognition: A Dynamic Graph-Fused Encoder Network on SEED-VII

    K Samunnisa, M. SriRaghavendra, Challa Venkata Sunil, Talari Venu Madhava, Busireddygari Rahithya · 2026 · 2026 4th International Conference on Inventive Computing and Informatics (ICICI)

    Cites data paper

  87. Evaluating Cross-Dataset Robustness of EEG Emotion Recognition Under Wearable Channel Constraints

    Sunday P. Emmanuel, Camilo E. Valderrama · 2026 · 2026 IEEE Canadian Conference on Electrical and Computer Engineering (CCECE)

    Cites data paper

  88. SFT-HN: a novel spatial-frequency-temporal hybrid network for EEG-based emotion recognition

    Lei Zhu, Yu Ding, Aiai Hung, Xufei Tan, Jianhai Zhang · 2025 · Cognitive Neurodynamics

    Cites data paper

  89. Cross-Dataset Emotion Valence Prediction Approach from 4-Channel EEG: CNN Model and Multi-Modal Evaluation

    Vladimir Romaniuk, Alexey Kashevnik · 2025 · Big Data and Cognitive Computing

    Cites data paper

  90. TRIDENT: A multi-task, triple-branch deep learning framework for EEG-based recognition, severity estimation, and future high-anger prediction in an on-road Wizard-of-Oz paradigm

    Yuchen Guo, Zhenhai Gao, Tianyao Zhang, Liyun Deng, Jiaxue Cai, Hongwei Xiao · 2026 · Accident Analysis & Prevention

    Cites data paper

  91. Electroencephalography-based neural indicators of texture preference for cosmetic formulations

    Hye-Ran Cheon, Gusang Kwon, Youngkyung Kim, Hyunjung Kim, Hae Kwang Lee, Jin Young Shin, Junlei Yu, Han‐Jeong Hwang · 2025 · Frontiers in Neuroscience

    Cites data paper

  92. Exploring EEG-Based Neural Correlates of Multivariate Ordinal Emotion Representations

    X Chen, Xin Xu, Dan Zhang, Quanying Liu, Xinke Shen · 2025 · Communications in computer and information science

    Cites data paper

  93. Graph-Attentive Kolmogorov-Arnold Networks for Interpretable EEG Emotion Recognition

    Xiaolong Zhong, Yoshiharu Hirano, F. Y. Wu, Zhong Yin, Gang Liu · 2025 · IFAC-PapersOnLine

    Cites data paper

  94. Cognitive-Inspired Hierarchical Learning Framework for Cross-Dataset EEG-Based Emotion Recognition

    Weiye Han, Huqin Weng, Zhiqiang Liao, Zihao Xu, Chuangquan Chen · 2026 · Electronics

    Cites data paper

  95. EEG Graph Attention Network for Adaptive Spatiotemporal-Aware Emotion Recognition

    Xiaolong Zhong, F. Y. Wu, Yoshiharu Hirano, Gang Liu · 2026 · Lecture notes in computer science

    Cites data paper

  96. DeFuseMod: A Disentangle-and-Fuse Model for Dual-Domain Self-supervised EEG Representation Learning

    J N Zhang, Mingwei Zhang, Qiaoli Zhou · 2026 · Lecture notes in computer science

    Cites data paper

  97. EEG Headband-Based Emotion Valence Prediction Approach: CNN Model and Evaluation

    Vladimir Romaniuk, Alexey Kashevnik · 2025 · 2025 37th Conference of Open Innovations Association (FRUCT)

    Cites data paper

3 lower-confidence citations (not counted)
  1. Medical multimodal large language models: A systematic review

    Yuan Hu, Chenhan Xu, Lin Bo, Wei-Bin Yang, Yuan Yan Tang · 2025 · Intelligent Oncology

    Cites data paper 15 citations

  2. Multivariate Multiscale Variations Dispersion Entropy and Multivariate Multiscale Variations Fuzzy Dispersion Entropy for Time-Series Analysis

    Runan Ding, Yan Niu, Mengni Zhou, Jie Sun, Xueying Wang, Yanqing Dong, Qingxuan Ding, Xubin Wu, Xin Wen, Xiaohong Cui, Jie Xiang · 2025 · IEEE Sensors Journal

    Cites data paper 7 citations

  3. Large-Scale AI and Foundation Models for Neuroscience: A Comprehensive Review

    Shihao Yang, Xiying Huang, Danilo Bernardo, Jun-En Ding, Andrew Michael, Guoan Wang, Jingmei Yang, Alison Anderson, D. Giritharan, P. Kwan, A. Raj, Yu Zhang, Feng Liu · 2026 · Meta-Radiology

    Cites data paper 1 citations