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Open multimodal iEEG-fMRI dataset from naturalistic stimulation with a short audiovisual film

on003688 · 39 high-confidence citations

  1. Advances in human intracranial electroencephalography research, guidelines and good practices

    Manuel Mercier, Anne‐Sophie Dubarry, François Tadel, Pietro Avanzini, Nikolai Axmacher, Dillan Cellier, Maria Del Vecchio, Liberty S. Hamilton, Dora Hermes, Michael J. Kahana, Robert T. Knight, Anaïs Llorens, Pierre Mégevand, Lucía Melloni, Kai J. Miller, Vitória Piai, Aina Puce, Nick F. Ramsey, Caspar M. Schwiedrzik, Sydney E. Smith, Arjen Stolk, Nicole C. Swann, Mariska J. Vansteensel, Bradley Voytek, Liang Wang, Jean-Philippe Lachaux, Robert Oostenveld · 2022 · NeuroImage

    Cites data paper 232 citations

  2. A synchronized multimodal neuroimaging dataset for studying brain language processing

    Shaonan Wang, Xiaohan Zhang, Jiajun Zhang, Chengqing Zong · 2022 · Scientific Data

    Cites data paper 44 citations

  3. Open multimodal iEEG-fMRI dataset from naturalistic stimulation with a short audiovisual film

    Julia Berezutskaya, Mariska J. Vansteensel, Erik J. Aarnoutse, Zachary V. Freudenburg, Giovanni Piantoni, Mariana P. Branco, Nick F. Ramsey · 2022 · Scientific Data

    Cites data paper 39 citations

  4. Physiological signal analysis using explainable artificial intelligence: A systematic review

    Jian Shen, Jinwen Wu, Huajian Liang, Zeguang Zhao, Kunlin Li, Kexin Zhu, Kai Wang, Yu Ma, Wenbo Hu, Chenxu Guo, Yanan Zhang, B. B. Hu · 2024 · Neurocomputing

    Cites data paper 30 citations

  5. Bimodal electroencephalography-functional magnetic resonance imaging dataset for inner-speech recognition

    Foteini Liwicki, Vibha Gupta, Rajkumar Saini, Kanjar De, Nosheen Abid, Sumit Rakesh, Scott Wellington, Holly Wilson, Marcus Liwicki, Johan Eriksson · 2023 · Scientific Data

    Cites data paper 23 citations

  6. Feasibility of decoding visual information from EEG

    Holly Wilson, Xi Chen, Mohammad Golbabaee, Michael J. Proulx, Eamonn O’Neill · 2023 · Brain-Computer Interfaces

    Cites data paper 21 citations

  7. BELT: Bootstrapped EEG-to-Language Training by Natural Language Supervision

    Jinzhao Zhou, Yiqun Duan, Yu‐Cheng Chang, Yu–Kai Wang, Chin‐Teng Lin · 2024 · IEEE Transactions on Neural Systems and Rehabilitation Engineering

    Cites data paper 16 citations

  8. Brain Treebank: Large-scale intracranial recordings from naturalistic language stimuli

    Christopher Wang, A. Yaari, Aaditya Singh, Vighnesh Subramaniam, Dana Rosenfarb, Jan DeWitt, P. Misra, Joseph R. Madsen, Scellig S. Stone, Gabriel Kreiman, B. Katz, Ignacio Cases, Andrei Barbu · 2024 · Advances in Neural Information Processing Systems 37

    Cites data paper 15 citations

  9. A large-scale fMRI dataset for human action recognition

    Ming Zhou, Zhengxin Gong, Yuxuan Dai, Yushan Wen, Youyi Liu, Zonglei Zhen · 2023 · Scientific Data

    Cites data paper 14 citations

  10. Emo-FilM: A multimodal dataset for affective neuroscience using naturalistic stimuli

    Elenor Morgenroth, Stefano Moia, Laura Vilaclara, Raphaël Fournier, Michał Muszyński, Maria Ploumitsakou, Marina Almató-Bellavista, Patrik Vuilleumier, Dimitri Van De Ville · 2025 · Scientific Data

    Cites data paper 12 citations

  11. A neuroimaging dataset during sequential color qualia similarity judgments with and without reports

    Takahiro Hirao, Mitsuhiro Miyamae, Daisuke Matsuyoshi, Ryuto Inoue, Yuhei Takado, Takayuki Obata, Makoto Higuchi, Naotsugu Tsuchiya, Makiko Yamada · 2024 · bioRxiv (Cold Spring Harbor Laboratory)

    Cites data paper 10 citations

  12. A large-scale heterogeneous 3D magnetic resonance brain imaging dataset for self-supervised learning

    Asbjørn Munk, Stefano Cerri, Jakob Ambsdorf, Julia Machnio, S. Llambias, V. Nersesjan, C. H. Krag, Peirong Liu, Pablo Rocamora-García, Mostafa Mehdipour-Ghazi, Mikael Boesen, M. Benros, J. E. Iglesias, Mads Nielsen · 2025 · ArXiv

    Cites data paper 8 citations

  13. A comparison of EEG encoding models using audiovisual stimuli and their unimodal counterparts

    Maansi Desai, Alyssa M Field, Liberty S. Hamilton · 2024 · PLoS Computational Biology

    Cites data paper 7 citations

  14. BELT: Bootstrapping Electroencephalography-to-Language Decoding and Zero-Shot Sentiment Classification by Natural Language Supervision

    Jinzhao Zhou, Yiqun Duan, Yu-Cheng Chang, Yu-kai Wang, Chin-Teng Lin · 2023 · ArXiv

    Cites data paper 6 citations

  15. Open multi-center intracranial electroencephalography dataset with task probing conscious visual perception

    Alia Seedat, Alex Lepauvre, Jay Jeschke, Urszula Górska, Marcelo Armendáriz, Katarina Bendtz, Simon Henin, Rony Hirschhorn, Tanya Brown, Erika Jensen, Csaba Kozma, David Mazumder, Stephanie Montenegro, Leyao Yu, Niccolò Bonacchi, Diptyajit Das, Kyle Kahraman, Praveen Sripad, Fatemeh Taheriyan, Orrin Devinsky, Patricia Dugan, Werner Doyle, Adeen Flinker, Daniel Friedman, Wendell Lake, Michael Pitts, Liad Mudrik, Mélanie Boly, Sasha Devore, Gabriel Kreiman, Lucía Melloni · 2025 · Scientific Data

    Cites data paper 5 citations

  16. How Does Artificial Intelligence Contribute to iEEG Research?

    Julia Berezutskaya, Anne-Lise Saive, Karim Jerbi, Marcel van Gerven · 2023 · Studies in neuroscience, psychology and behavioral economics

    Cites data paper 5 citations

  17. Unraveling gender-specific structural brain differences in drug-resistant epilepsy using advanced deep learning techniques

    Sema I. Athamnah, Enas Abdulhay, Firas Fohely, Ammar A. Oglat, Mohammed Ibbini · 2024 · Informatics in Medicine Unlocked

    Cites data paper 3 citations

  18. The Brain, Body, and Behavior Dataset (BBBD): Multimodal Recordings during Educational Videos

    Jens Madsen, Nikhil Kuppa, Lucas C. Parra · 2025 · Scientific Data

    Cites data paper 3 citations

  19. Towards Decoding Brain Activity During Passive Listening of Speech

    Milán András Fodor, Tam'as G'abor Csap'o, Frigyes Viktor Arthur · 2024 · ArXiv

    Cites dataset 3 citations

  20. Bimodal pilot study on inner speech decoding reveals the potential of combining EEG and fMRI

    F. Liwicki, Vibha Gupta, Rajkumar Saini, K. De, N. Abid, S. Rakesh, Scott Wellington, Holly Wilson, Marcus Liwicki, J. Eriksson · 2022 · n/a

    Cites data paper 3 citations

  21. Forecasting fMRI images from video sequences: linear model analysis

    Daniil Dorin, Nikita Kiselev, Andrey Grabovoy, Vadim Strijov · 2024 · Health Information Science and Systems

    Cites data paper 2 citations

  22. A Comprehensive Review of Deep Learning Methodologies for Alzheimer’s Disease Diagnosis by Neuroimaging

    Dontha Madhusudhana Rao, Saroj Kr. Biswas, Monali Bordoloi · 2025 · Archives of Computational Methods in Engineering

    Cites data paper 1 citations

  23. Anatomically distinct cortical tracking of music and speech by slow (1–8Hz) and fast (70–120Hz) oscillatory activity

    Sergio Osorio, M. Florencia Assaneo · 2025 · PLoS ONE

    Cites data paper 1 citations

  24. Inferring neural sources from electroencephalography: foundations and frontiers

    Anderson Roy Phillips, Yash Shashank Vakilna, Dorsa E.P.Moghaddam, Anton R Banta, John Mosher, Behnaam Aazhang · 2026 · Journal of Neural Engineering

    Cites data paper 1 citations

  25. Omni-iEEG: A Large-Scale, Comprehensive iEEG Dataset and Benchmark for Epilepsy Research

    Chenda Duan, Yipeng Zhang, S. Kanai, Yuanyi Ding, A. Daida, P. Yu, T. Zheng, Naoto Kuroda, Shaun A Hussain, E. Asano, H. Nariai, V. Roychowdhury · 2026 · ArXiv

    Cites data paper 1 citations

  26. Open multimodal iEEG-fMRI dataset from naturalistic stimulation with a short audiovisual film

    Julia Berezutskaya, Mariska J. Vansteensel, Erik J. Aarnoutse, Zachary V. Freudenburg, Giovanni Piantoni, Mariana P. Branco, Nick F. Ramsey · 2021 · bioRxiv (Cold Spring Harbor Laboratory)

    Cites dataset 1 citations

  27. Enhancing Auditory BCI Performance: Incorporation of Connectivity Analysis

    Talukdar Raian Ferdous, Luca Pollonini, Joseph T. Francis · 2024 · 2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)

    Cites data paper

  28. A Combined Channel Approach for Decoding Intracranial EEG Signals: Enhancing Accuracy Through Spatial Information Integration

    Maryam Memar, Navid Ziaei, Behzad Nazari · 2025 · 2025 33rd International Conference on Electrical Engineering (ICEE)

    Cites data paper

  29. Cardiovascular Artifact Removal for Unbiased Analysis of Intracortical EEG Signals

    Dario Milea, Vincenzo Catrambone, Gaetano Valenza · 2025 · 2025 33rd European Signal Processing Conference (EUSIPCO)

    Cites data paper

  30. Temporal propagation of neural state boundaries in naturalistic context

    Djamari Oetringer, Sarah Henderson, Dora Gözükara, Linda Geerligs · 2025 · Cerebral Cortex

    Cites dataset

  31. Neural coding of spectrotemporal modulations in the auditory cortex supports speech and music categorization

    Jérémie Ginzburg, Émilie Cloutier Debaque, Arthur Borderie, Benjamin Morillon, Laurence Martineau, Paule Lessard Bonaventure, Robert J. Zatorre, Philippe Albouy · 2025 · bioRxiv (Cold Spring Harbor Laboratory)

    Cites data paper

  32. NEvo: Neural-Guided Evolutionary Video Synthesis for Dynamic Visual Selectivity

    Yingtian Tang, Sogand Salehi, Ming Zhou, Amir Zamir, Leyla Isik, Martin Schrimpf · 2026 · n/a

    Cites data paper

  33. SPIDER -- Stitched Power-spectra for Inferring Directed information flow from incomplete and asynchronous Experimental Recordings

    Yisi S. Zhang, D. Y. Takahashi · 2026 · n/a

    Cites data paper

  34. Nonlinear Dynamical Modeling of Human Intracranial Brain Activity with Flexible Inference

    Kiarash Vaziri, Lucine L. Oganesian, HyeongChan Jo, Roberto Vera, Charles Liu, Brian Lee, M. Shanechi · 2025 · ArXiv

    Cites data paper

  35. Integrated Noninvasive Brain Imaging Advancements: A Multimodal Approach

    Sivarenjani Balasubramanian, Pragati Patel, S. Kathi, Reemi Joseph, Ramesh Naidu Annavarapu · 2026 · IEEE Journal of Selected Areas in Sensors

    Cites data paper

  36. A Combined Channel Approach for Decoding Intracranial EEG Signals: Enhancing Accuracy through Spatial Information Integration

    Maryam Memar, Navid Ziaei, Behzad Nazari · 2024 · arXiv (Cornell University)

    Cites dataset

  37. Linguistic structure and probability are jointly encoded in high gamma power

    Sophie Slaats, Alexis Hervais‐Adelman · 2026 · bioRxiv (Cold Spring Harbor Laboratory)

    Cites dataset

  38. Mapping Epilepsy-specific Functional MRI Network Properties in Refractory Epilepsy Using Intracranial EEG Locations

    Sediqa Amin · 2025 · Tuwhera (Auckland University of Technology)

    Cites dataset

  39. SPIDER -- Stitched Power-spectra for Inferring Directed information flow from incomplete and asynchronous Experimental Recordings

    Yisi Zhang, Daniel Y. Takahashi · 2026 · arXiv (Cornell University)

    Cites dataset

14 lower-confidence citations (not counted)
  1. Workshops of the eighth international brain–computer interface meeting: BCIs: the next frontier

    Jane E. Huggins, Dean J. Krusienski, Mariska J. Vansteensel, Davide Valeriani, Antonia Thelen, Sergey D. Stavisky, James J. S. Norton, Anton Nijholt, Gernot Müller-Putz, Nataliya Kosmyna, Louis Korczowski, Christoph Kapeller, Christian Herff, Sebastian Halder, Christoph Guger, Moritz Grosse‐Wentrup, Robert A. Gaunt, Aliceson Nicole Dusang, Pierre Clisson, Ricardo Chavarriaga, Charles W. Anderson, Brendan Z. Allison, Tetiana Aksenova, Erik J. Aarnoutse · 2022 · Brain-Computer Interfaces

    Cites data paper 11 citations

  2. Diverse Perceptual Representations Across Visual Pathways Emerge from A Single Objective

    Yingtian Tang, Abdülkadir Gökce, Khaled Jedoui Al-Karkari, Daniel Yamins, Martin Schrimpf · 2025 · bioRxiv (Cold Spring Harbor Laboratory)

    Cites data paper 7 citations

  3. Noninvasive brain–computer interfaces for children with neurodevelopmental disorders: Attention deficit hyperactivity disorder and autism spectrum disorder

    Tongtong Zhang, Xiangyue Zhou, Xiangyue Zhou, Xin Li, Yongjie Wang, Qimeng Fan, Jüping Liang, Wu Fan, Xuan Zhou, Xuan Zhou, Qingguo Du · 2024 · Displays

    Cites data paper 3 citations

  4. Tensor-powered insights into neural dynamics

    Boyang Zang, Tao Sun, Yang Lu, Yuhang Zhang, Guihuai Wang, Sen Wan · 2025 · Communications Biology

    Cites data paper 1 citations

  5. The representation of facial emotion expands from sensory to prefrontal cortex with development

    Xiaoxu Fan, Abhishek Tripathi, Kelly R. Bijanki · 2025 · bioRxiv (Cold Spring Harbor Laboratory)

    Cites data paper 1 citations

  6. Using computational semantics to study meaning in the brain

    James Fodor, Shinsuke Suzuki · 2025 · Neuroscience & Biobehavioral Reviews

    Cites data paper

  7. Big Brain Data

    Wilma A. Bainbridge · 2025 · Cambridge University Press eBooks

    Cites data paper

  8. Neurolinguistic justification and validation of the methodology of receptive skills development with the help of an audiobook

    Elizaveta Kozlova · 2023 · Research Result Pedagogy and Psychology Of Education

    Cites data paper

  9. Rail Surface Defect Detection and Severity Analysis Using CNNs on Camera and Axle Box Acceleration Data

    Kanwal Jahan, Alexander Lähns, Benjamin Baasch, Judith Heusel, Michael Roth · 2024 · Lecture notes in mechanical engineering

    Cites data paper

  10. The representation of facial emotion expands from sensory to prefrontal cortex with development

    Xiaoxu Fan, Abhishek Tripathi, Kelly R. Bijanki · 2025 · eLife

    Cites dataset

  11. Author response: The representation of facial emotion expands from sensory to prefrontal cortex with development

    Xiaoxu Fan, Abhishek Tripathi, Kelly R. Bijanki · 2025 · n/a

    Cites dataset

  12. Reviewer #2 (Public review): The representation of facial emotion expands from sensory to prefrontal cortex with development

    Xiaoxu Fan, Abhishek Tripathi, Kelly R. Bijanki · 2025 · n/a

    Cites dataset

  13. Reviewer #1 (Public review): The representation of facial emotion expands from sensory to prefrontal cortex with development

    Xiaoxu Fan, Abhishek Tripathi, Kelly R. Bijanki · 2025 · n/a

    Cites dataset

  14. None: The representation of facial emotion expands from sensory to prefrontal cortex with development

    Xiaoqing Hu · 2025 · n/a

    Cites dataset