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EEG, pupillometry, ECG and photoplethysmography, and behavioral data in the digit span task and rest

ds003838 · 54 high-confidence citations

  1. Transformers in biosignal analysis: A review

    Ayman Anwar, Yassin Khalifa, James L. Coyle, Ervin Sejdić · 2024 · Information Fusion

    Cites data paper 46 citations

  2. EEG and pupillometric signatures of working memory overload

    Alexandra I. Kosachenko, Dauren Kasanov, Alexander I. Kotyusov, Yuri G. Pavlov · 2023 · Psychophysiology

    Cites data paper 38 citations

  3. Pupillometry and electroencephalography in the digit span task

    Yuri G. Pavlov, Dauren Kasanov, Alexandra I. Kosachenko, Alexander I. Kotyusov, Niko A. Busch · 2022 · Scientific Data

    Cites dataset 26 citations

  4. Pupil size correlates with heart rate, skin conductance, pulse wave amplitude, and respiration responses during emotional conflict and valence processing

    Yi‐Hsuan Chang, Rachel Yep, Chin‐An Wang · 2024 · Psychophysiology

    Cites data paper 20 citations

  5. Exploring Central-Peripheral Nervous System Interaction Through Multimodal Biosignals: A Systematic Review

    Sourabh Banik, Himanshu Kumar, Nagarajan Ganapathy, Ramakrishnan Swaminathan · 2024 · IEEE Access

    Cites data paper 13 citations

  6. Age-related changes in ‘cortical’ 1/f dynamics are linked to cardiac activity

    Fabian Schmidt, Sarah K. Danböck, Eugen Trinka, Dominic P Klein, Gianpaolo Demarchi, Nathan Weisz · 2024 · eLife

    Cites data paper 12 citations

  7. An EEG Dataset of Neural Signatures in a Competitive Two-Player Game Encouraging Deceptive Behavior

    Yiyu Chen, Siamac Fazli, Christian Wallraven · 2024 · Scientific Data

    Cites data paper 11 citations

  8. The Intensity of Internal and External Attention Assessed with Pupillometry

    Damian Koevoet, Marnix Naber, Christoph Strauch, Stefan Van der Stigchel · 2024 · Journal of Cognition

    Cites data paper 9 citations

  9. Direct Comparison of EEG Resting State and Task Functional Connectivity Patterns for Predicting Working Memory Performance Using Connectome-Based Predictive Modeling

    Anton Pashkov, Ivan Dakhtin · 2025 · Brain Connectivity

    Cites data paper 8 citations

  10. Two are better than one: Differences in cortical EEG patterns during auditory and visual verbal working memory processing between Unilateral and Bilateral Cochlear Implanted children

    Bianca Maria Serena Inguscio, Giulia Cartocci, Nicolina Sciaraffa, Maria Nicastri, Ilaria Giallini, Pietro Aricò, Antonio Greco, Fabio Babiloni, Patrizia Mancini · 2024 · Hearing Research

    Cites data paper 7 citations

  11. BrainBeats, an Open-Source EEGLAB Plugin to Jointly Analyze EEG and Cardiovascular Signals

    Cédric Cannard, Helané Wahbeh, Arnaud Delorme · 2023 · bioRxiv (Cold Spring Harbor Laboratory)

    Cites data paper 6 citations

  12. Task-evoked pulse wave amplitude tracks cognitive load

    Yuri G. Pavlov, Anastasia S. Gashkova, Dauren Kasanov, Alexandra I. Kosachenko, Alexander I. Kotyusov, Boris Kotchoubey · 2023 · Scientific Reports

    Cites data paper 6 citations

  13. Versatile cardiovascular signal generation with a unified diffusion transformer

    Zehua Chen, Yuyang Miao, Liyuan Wang, Luyun Fan, D. Mandic, Jun Zhu · 2025 · Nature Machine Intelligence

    Cites data paper 5 citations

  14. Working memory processes and intrinsic motivation: An EEG study

    Natalia Zhozhikashvili, Maria Protopova, Tatiana Shkurenko, Marie Arsalidou, И. К. Захаров, Boris Kotchoubey, Sergey Malykh, Yuri G. Pavlov · 2024 · International Journal of Psychophysiology

    Cites data paper 5 citations

  15. A normative model–based assessment framework for large-scale, multi-site EEG data

    Qiwei Dong, Yuxi Zhou, Xiaoyu Xiong, Pengyu Liu, Jianfu Li, Cheng Luo, Diankun Gong, Li Dong, Dezhong Yao · 2025 · Brain Research Bulletin

    Cites data paper 4 citations

  16. Dynamic resource allocation strategies in the human brain under cognitive overload: evidence from time-varying brain network analysis

    Zhongrui Li, Li Tong, Ying Zeng, Changfu Pei, Bin Yan · 2025 · Cerebral Cortex

    Cites data paper 4 citations

  17. A novel method of cognitive overload assessment based on a fusion feature selection using EEG signals

    Zhongrui Li, Li Tong, Ying Zeng, Yuanlong Gao, Diankun Gong, Kai Yang, Yidong Hu, Bin Yan · 2024 · Journal of Neural Engineering

    Cites data paper 4 citations

  18. Neurophysiology Data of Cognitive Training in Immersive Environment

    Artyom Aleksandr Kuznetsov, Т. С. Петренко, Anatoly V. Gorbunov, Василий Борисов · 2024 · 2024 IEEE 25th International Conference of Young Professionals in Electron Devices and Materials (EDM)

    Cites data paper 3 citations

  19. Frontal midline theta and cross-frequency coupling during short term memory and resting state

    András Puszta · 2022 · Neuroimage Reports

    Cites data paper 3 citations

  20. 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

  21. The multidimensional relationship between alpha oscillations and cognition

    Agatha Lenartowicz, Sebastian C. Coleman, Nicolas Zink, Karen J. Mullinger · 2025 · Imaging Neuroscience

    Cites data paper 3 citations

  22. Effect of homeostatic pressure and circadian arousal on the storage and executive components of working memory: Evidence from EEG power spectrum

    Simei Ou, Yixuan Cao, Tian Xie, Tianxiang Jiang, Jiahui Li, Wei Luo, Ning Ma · 2023 · Biological Psychology

    Cites data paper 3 citations

  23. Neural dynamics underlying successful auditory short‐term memory performance

    Ulrich Pomper, Lorenza Zaira Curetti, Maria Chait · 2023 · European Journal of Neuroscience

    Cites data paper 3 citations

  24. Impact of artificial colored lights on performance in working memory task

    V Divya Vani, Pooja Ojha, Mahesh Arjundan Gadhvi, Abhinav Dixit · 2025 · Acta Psychologica

    Cites data paper 2 citations

  25. Cognitive Cardiac Assessment Using Low-Cost Electrocardiogram Acquisition System

    Milan Milivojević, Ana Gavrovska · 2025 · Electronics

    Cites data paper 2 citations

  26. Effects of off-line auricular transcutaneous vagus nerve stimulation (taVNS) on a short-term memory task: a pilot study

    Francesco Fisicaro, Klizia Cortese, Rita Bella, Manuela Pennisi, Giuseppe Lanza, Kaoru Yuasa, Yoshikazu Ugawa, Yasuo Terao · 2025 · Frontiers in Aging Neuroscience

    Cites data paper 2 citations

  27. EEG and pupillometric signatures of working memory overload

    Alexandra I. Kosachenko, Dauren Kasanov, Alexander I. Kotyusov, Yuri G. Pavlov · 2022 · bioRxiv (Cold Spring Harbor Laboratory)

    Cites dataset 2 citations

  28. Investigation and Prediction of Cognitive Load During Memory and Arithmetic Tasks

    Patient Zihisire Muke, Adrianna Kozierkiewicz, Marcin Pietranik · 2023 · Lecture notes in computer science

    Cites data paper 1 citations

  29. Evaluating the feasibility of using heart rate to measure auditory attention allocation during spoken language processing

    Wenfu Bao, Alejandro Pérez, Monika Molnar · 2025 · Acta Psychologica

    Cites data paper 1 citations

  30. Cross-Modal Computational Model of Brain-Heart Interactions via HRV and EEG Feature

    Malavika Pradeep, Akshay Sasi, Nusaibah Farrukh, Rahul Venugopal, Elizabeth Sherly · 2026 · ArXiv

    Cites data paper 1 citations

  31. Theta Transcranial Alternating Current Stimulation Is Not Effective in Improving Working Memory Performance

    Dauren Kasanov, Olga I. Dorogina, Faisal Mushtaq, Yuri G. Pavlov · 2024 · Journal of Cognitive Neuroscience

    Cites data paper 1 citations

  32. Temporal structure of item presentation modulates brain oscillations in verbal working memory

    Alexandra I. Kosachenko, Danil I. Syttykov, Dmitry Tarasov, Alexander I. Kotyusov, Dauren Kasanov, Sergey Malykh, Boris Kotchoubey, Yuri G. Pavlov · 2025 · bioRxiv (Cold Spring Harbor Laboratory)

    Cites data paper 1 citations

  33. The Influence of Memory Load, Speech-to-Noise Ratio, and Stimulus Rehearsal on the Pupil Dilation Response: Implications for the Assessment of Listening Effort

    Adriana A. Zekveld, Veerle W. Visser, Sophia E. Kramer, Jorn Sangers, Cas Smits · 2026 · Journal of Speech Language and Hearing Research

    Cites data paper 1 citations

  34. Task-evoked pulse wave amplitude tracks cognitive load

    Yuri G. Pavlov, Anastasia S. Gashkova, Dauren Kasanov, Alexandra I. Kosachenko, Alexander I. Kotyusov, Boris Kotchoubey · 2023 · bioRxiv (Cold Spring Harbor Laboratory)

    Cites dataset 1 citations

  35. Aging-related reconfiguration of auditory working-memory control under converging phonological and executive demands: EEG signatures and speech-in-noise performance

    Lingxiao Jiang, Yefei Mo, Hangze Mao, Rong Han, Ziang Yu, Yan Song, Yuhe Liu · 2026 · Hearing Research

    Cites data paper

  36. Assessment of cognitive load through photoplethysmography and bioimpedance responses during mental arithmetic tasks

    Dang Huynh, Thảo Nguyên Trần, Khang Thanh Tran, Nguyen Khoa Le, Cao Le, Huu-Xuan Mai, Quang-Linh Huynh, Trung-Hau Nguyen · 2026 · Scientific Reports

    Cites data paper

  37. BiConformer: EEG-Based Cognitive Load Assessment Using a Bidirectional Convolutional Transformer Network

    Xu Yan, Yuhang Shi, Tingting Zhang, Xin Chen, Yi Mao · 2025 · IEEE Transactions on Instrumentation and Measurement

    Cites data paper

  38. Photoplethysmography for Measuring Cognitive Load in XR Environments: A Systematic Review

    Alya Alshehhi, Qammer H.Abbasi, Rami Ghannam · 2026 · Advanced Sensor Research

    Cites data paper

  39. Breathing environment: Exploring the feasibility and efficacy of personalized, light-guided slow breathing while performing two computer tasks in a simulated office environment

    Markus Canazei, Luis Glenzer, Siegmund Staggl, Verena Dresen, Johannes Weninger, Elisabeth M. Weiss · 2025 · Computers in Human Behavior Reports

    Cites data paper

  40. Cognitive workload evaluation using skin temperature variations in thermoneutral indoor environments

    Le Ma, Qin Liao, Duo Yang, Hui Zhu, Jing Xiong, Fei Wang, Songtao Hu · 2026 · Building and Environment

    Cites data paper

  41. Developmental changes in spontaneous electrical activity from early to middle childhood and their relation to short-term working memory ability

    Junxia Han, Ziying Yang, M Ma, Linya Liang, Dongwei Li · 2025 · International Journal of Psychophysiology

    Cites data paper

  42. Dissociating Spatial Attention and Working Memory Storage with Pupillometry

    Damian Koevoet, Henry M. Jones, Stefan Van der Stigchel, Edward Awh · 2025 · Journal of Cognitive Neuroscience

    Cites data paper

  43. Effects of Driving Task Demands and Information Load on AR-HUD Cognitive Efficiency: The Moderating Role of Working Memory Capacity in a VR-Based Simulated Driving Environment

    Li J, Min Lin, Xinyu Feng, H Y Zhang, Chuchu Wang, Yulian Ma · 2026 · Journal of Eye Movement Research

    Cites data paper

  44. Alpha/beta oscillatory power modulates ongoing task performance during strategic monitoring in prospective remembering

    Bruno de Matos Mansur, Viviana Villafane Barraza, Angela Voegtle, Christoph Reichert, Slawomir J. Nasuto, Catherine M. Sweeney-Reed · 2026 · Journal of Neurophysiology

    Cites data paper

  45. Bridging chunks during complex movement sequence execution

    Pei-Cheng Shih, Masato Hirano, Shinichi Furuya · 2025 · iScience

    Cites data paper

  46. EEG evidences of emotional working memory deficits in test anxiety individuals across cognitive load conditions

    Jiali Sun, Fangfang Long, Hua Wei · 2026 · Acta Psychologica

    Cites data paper

  47. Measurement and Evaluation of Task Load During Simulated Industrial Inspection Tasks Based on Correlations Between Multimodal Metrics

    Xiaoli Wu, Biao Yan, Weiyi Han, Zexi Fang · 2026 · Human Factors and Ergonomics in Manufacturing & Service Industries

    Cites data paper

  48. Integrating active brain-computer interfaces (aBCIs) with passive BCIs (pBCIs) under different frustration levels

    Xin Gao, Haipeng Lin, Xiaolong Wu, Dingguo Zhang · 2025 · Scientific Reports

    Cites data paper

  49. Dynamic Assessment of Cognitive Load and Its Impact on Working Memory: A Fuzzy Logic-Based Approach

    Bichitra Mandal, S.C. Mohapatra, Ramesh K. Sahoo · 2025 · Lecture notes in networks and systems

    Cites data paper

  50. The Role of Set Size and Attention in Face Ensemble Processing

    Dmitry Koch, Evgenia Fedorova, Daria Kleeva, Vladimir Kosonogov · 2026 · European Journal of Neuroscience

    Cites data paper

  51. Pupillometry and electroencephalography in the digit span task

    Yuri G. Pavlov, Dauren Kasanov, Alexandra I. Kosachenko, Alexander I. Kotyusov, Niko A. Busch · 2021 · bioRxiv (Cold Spring Harbor Laboratory)

    Cites dataset

  52. EEG Δ4s Biomarker Dataset: Early Detection Alzheimer's & Dementia (129 Subjects)

    Sergio Pérez Muñoz · 2026 · Zenodo (CERN European Organization for Nuclear Research)

    Cites dataset

  53. EEG Δ4s Biomarker Dataset: Early Detection Alzheimer's & Dementia (129 Subjects)

    Sergio Pérez Muñoz · 2026 · Open MIND

    Cites dataset

  54. Pupillometry and Brain Dynamics for Cognitive Load in Working Memory

    Nusaibah Farrukh, Malavika Pradeep, Akshay Sasi, Rahul Venugopal, Elizabeth Sherly · 2026 · ArXiv.org

    Cites dataset

5 lower-confidence citations (not counted)
  1. Perspectives in eye-tracking technology for applications in education

    Raimundo da Silva Soares, Candida Barreto, João Ricardo Sato · 2023 · South African Journal of Childhood Education

    Cites data paper 14 citations

  2. Investigating problem-solving behaviours of university students through an eye-tracking system using GeoGebra in geometry: A case study

    Hacer Türkoğlu, Serpil Yalçınalp · 2024 · Education and Information Technologies

    Cites data paper 13 citations

  3. Eye Tracking-Based Adaptive User Interfaces in Virtual Reality Eye Surgery Training

    Marc-Philipp Funk, Nassir Navab, Laura Schütz · 2025 · n/a

    Cites data paper 2 citations

  4. Simulating future climate changes under the shared socioeconomic pathway scenarios: a case of the black volta basin of Ghana

    Amos T. Kabo-Bah, Sarah Elikplim Siabi, Ebenezer K. Siabi, Wisdom Bruce Ahiada, Nana Asirifi Cobbina · 2025 · Frontiers in Environmental Science

    Cites data paper 1 citations

  5. Microlearning in university-level science education: a look at its implementation trends, effectiveness, and critical success factors

    Nurdiyanti Nurdiyanti, Hendra Susanto, Siti Zubaidah · 2026 · Cogent Education

    Cites data paper