Decoding the visual and subjective contents of the human brain
DOI 10.1038/nn1444
Cited by (1,000)
Items 901–1,000 of 1,000
- Neural circuits for long-range color filling-inPeggy Gérardin, Clément Abbatecola, Frédéric Devinck, Henry Kennedy, Michel Dojat D, Kenneth Knoblauch · 2018 · NeuroImage
- The effect of acquisition resolution on orientation decoding from V1 BOLD fMRI at 7 TAyan Sengupta, Renat Yakupov, Oliver Speck, Stefan Pollmann, Michael Hanke · 2016 · NeuroImage
- A Fast Visual Recognition Memory System in Humans Identified Using Intracerebral ERPElodie Despouy, Jonathan Curot, Martin Deudon, Ludovic Gardy, Marie Denuelle, Jean‐Christophe Sol, Jean-Albert Lotterie, Luc Valton, Emmanuel J. Barbeau · 2019 · Cerebral Cortex
- DECODING GRATING ORIENTATION FROM MICROELECTRODE ARRAY RECORDINGS IN MONKEY CORTICAL AREA V4Nikolay V. Manyakov, Marc M. Van Hulle · 2010 · International Journal of Neural Systems
- Obtaining scalable and accurate classification in large-scale spatio-temporal domainsIgor Vainer, Sarit Kraus, Gal A. Kaminka, Hamutal Slovin · 2010 · Knowledge and Information Systems
- The neural representation of objects formed through the spatiotemporal integration of visual transientsGennady Erlikhman, Gennadiy Gurariy, Ryan E. B. Mruczek, Gideon Paul Caplovitz · 2016 · NeuroImage
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- The neural representation of faces and bodies in motion and at restAlice J. O’Toole, Vaidehi S. Natu, Xiaobo An, Allyson Rice, James Ryland, P. Jonathon Phillips · 2014 · NeuroImage
- Functional MRI Limitations and AspirationsPeter A. Bandettini · 2008 · On thinking
- Brain-based decoding of mentally imagined film clips and sounds reveals experience-based information patterns in film professionalsAline W. de Borst, Giancarlo Valente, Iiro P. Jääskeläinen, Pia Tikka · 2016 · NeuroImage
- First Steps in Using Multi-Voxel Pattern Analysis to Disentangle Neural Processes Underlying Generalization of Spider FearRenée M. Visser, Pia Haver, Robert J. Zwitser, H. Steven Scholte, Merel Kindt · 2016 · Frontiers in Human Neuroscience
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- Neural representation of form-contingent color filling-in in the early visual cortexSang Wook Hong, Frank Tong · 2017 · Journal of Vision
- Eye-selective fMRI activity in human primary visual cortex: Comparison between 3 T and 9.4 T, and effects across cortical depthNatalia Zaretskaya, J Bause, Jon̈athan R. Polimeni, Pablo Rodrigo Grassi, Klaus Scheffler, Andreas Bartels · 2020 · NeuroImage
- Conscious processing during retrieval can occur in early and late visual regionsPreston P. Thakral, Scott D. Slotnick, Daniel L. Schacter · 2012 · Neuropsychologia
- MultiMind: Multi-Brain Signal Fusion to Exceed the Power of a Single BrainAdrian Stoica · 2012 · International Conference on Emerging Security Technologies
- The specific contribution of neuroimaging versus neurophysiological data to understanding cognitionNikolai Axmacher, Christian Erich Elger, Juergen Fell · 2009 · Behavioural Brain Research
- A Primer on Neural Signal ProcessingZhe Sage Chen · 2017 · IEEE Circuits and Systems Magazine
- The DecNef collection, fMRI data from closed-loop decoded neurofeedback experimentsAurelio Cortese, Saori Tanaka, Kaoru Amano, Ai Koizumi, Hakwan C. Lau, Yuka Sasaki, Kazuhisa Shibata, Vincent Taschereau‐Dumouchel, Takeo Watanabe, Mitsuo Kawato · 2021 · Scientific Data
- Recognizing Natural Images From EEG With Language-Guided Contrastive LearningYonghao Song, Yijun Wang, Huiguang He, Xiaorong Gao · 2025 · IEEE Transactions on Neural Networks and Learning Systems
- Visual image reconstruction based on EEG signals using a generative adversarial and deep fuzzy neural networkHajar Ahmadieh, Farnaz Gassemi, Mohammad Hassan Moradi · 2023 · Biomedical Signal Processing and Control
- Bridging the gap between EEG and DCNNs reveals a fatigue mechanism of facial repetition suppressionZitong Lu, Yixuan Ku · 2023 · iScience
- Have you been there before? Decoding recognition of spatial scenes from fMRI signals in precuneusCarsten Bogler, Andrea Zangrossi, Chantal Miller, Giuseppe Sartori, John–Dylan Haynes · 2024 · Human Brain Mapping
- Inferring Cognition from fMRI Brain ImagesDiego Sona, Sriharsha Veeramachaneni, Emanuele Olivetti, Paolo Avesani · 2007 · Lecture notes in computer science
- What's behind a Face: Person Context Coding in Fusiform Face Area as Revealed by Multivoxel Pattern AnalysisJob van den Hurk, Francesco Gentile, Bernadette M. Jansma · 2011 · Cerebral Cortex
- Neural Mechanisms of Decision-Making and the Personal LevelNicholas J. Shea · 2013 · Oxford University Press eBooks
- Motion-Induced Position Shifts Activate Early Visual CortexPeter Jes Kohler, Patrick Cavanagh B, Peter Ulric Tse · 2017 · Frontiers in Neuroscience
- Brain dynamics and temporal trajectories during task and naturalistic processingManasij Venkatesh, Joseph F. JáJá, Luiz Pessoa · 2018 · NeuroImage
- Anatomical Pattern Analysis for Decoding Visual Stimuli in Human BrainsMuhammad Yousefnezhad, Daoqiang Zhang · 2017 · Cognitive Computation
- Decoding Humor Experiences from Brain Activity of People Viewing Comedy MoviesYasuhito Sawahata, Kazuteru Komine, Toshiya Morita, Nobuyuki Hiruma · 2013 · PLoS ONE
- RDLPFC area of the brain encodes sentence polarity: a study using fMRIMehdi Behroozi, Mohammad Reza Daliri · 2014 · Brain Imaging and Behavior
- A formal model for embedded brain readingElsa Andrea Kirchner, Rolf Drechsler · 2013 · Industrial Robot the international journal of robotics research and application
- Statistical learning analysis in neuroscience: aiming for transparencyMichael Hanke · 2010 · Frontiers in Neuroscience
- Decoding the future from past experience: learning shapes predictions in early visual cortexCaroline Di Bernardi Luft, Alan Meeson, Andrew E. Welchman, Zoe Kourtzi · 2015 · Journal of Neurophysiology
- Contour Integration over Time: Psychophysical and fMRI EvidenceShu-Guang Kuai, Wu Li, Cong Yu, Zoe Kourtzi · 2016 · Cerebral Cortex
- Simple but robust improvement in multivoxel pattern classificationSangil Lee, Joseph W. Kable · 2018 · PLoS ONE
- Multivoxel Pattern of Blood Oxygen Level Dependent Activity can be sensitive to stimulus specific fine scale responsesLuca Vizioli, Federico De Martino, Lucy S. Petro, Daniel Kersten, Kǎmil Uǧurbil, Essa S. Yacoub, Lars F. Muckli · 2020 · Scientific Reports
- Tracking cognitive fluctuations with multivoxel pattern time course (MVPTC) analysisYu‐Chin Chiu, Michael S. Esterman, Leon Gmeindl, Steven Yantis · 2011 · Neuropsychologia
- Multivariate decoding and brain reading: Introduction to the special issueJohn–Dylan Haynes · 2011 · NeuroImage
- Edge-Related Activity Is Not Necessary to Explain Orientation Decoding in Human Visual CortexSusan G. Wardle, J. Brendan Ritchie, Kiley J. Seymour, Thomas A. Carlson · 2016 · Journal of Neuroscience
- Spatiotemporal Precision of Neuroimaging in PsychiatryJessica McFadyen, Raymond J. Dolan · 2022 · Biological Psychiatry
- Opposing brain signatures of sleep in task-based and resting-state conditionsMohamed Abdelhack, Peter Zhukovsky, Milos S. Milic, Shreyas Harita, Michael Wainberg, Shreejoy J. Tripathy, John David Griffiths, Sean Hill, Daniel Felsky · 2023 · Nature Communications
- Brain2GAN: Feature-disentangled neural encoding and decoding of visual perception in the primate brainThirza Dado, Paolo Papale, Antonio Lozano, Lynn Le, Feng Wang, Marcel A. J. van Gerven, Pieter R. Roelfsema, Yağmur Güçlütürk, Umut Güçlü · 2024 · PLoS Computational Biology
- Improved image reconstruction from brain activity through automatic image captioningFatemeh Kalantari, Karim Faez A, Hamidreza R. Amindavar, Soheila Nazari · 2025 · Scientific Reports
- Distinguishing abstract from concrete concepts in supramodal brain regionsChuanji Gao, Laura B. Baucom, Jongwan Kim, Jing Wang, Douglas H. Wedell, Svetlana V. Shinkareva · 2019 · Neuropsychologia
- Feature-coding transitions to conjunction-coding with progression through human visual cortexRosemary A. Cowell, Krystal R. Leger, John T. Serences · 2017 · Journal of Neurophysiology
- Integration of Motion and Form Cues for the Perception of Self-Motion in the Human BrainShu-Guang Kuai, Zhoukuidong Shan, Jing Chen, Zhe-Xin Xu, Jiamei Li, David T. Field, Li Li · 2019 · Journal of Neuroscience
- Understanding multivariate brain activity: Evaluating the effect of voxelwise noise correlations on population codes in functional magnetic resonance imagingRu‐Yuan Zhang, Xue-Xin Wei, Kendrick Kay · 2020 · PLoS Computational Biology
- Individualizing Representational Similarity AnalysisSeth M. Levine, Jens Volkmar Schwarzbach · 2021 · Frontiers in Psychiatry
- Accurate decoding of sub-TR timing differences in stimulations of sub-voxel regions from multi-voxel response patternsMasaya Misaki, Wen‐Ming Luh, Peter A. Bandettini · 2012 · NeuroImage
- Orientation-selective chromatic mechanisms in human visual cortexJames Scott McDonald, Damien John Mannion, Erin Goddard, Colin W. G. Clifford · 2010 · Journal of Vision
- Cortical correlates of perceptual decision making during tactile spatial pattern discriminationYiwen Li Hegner, Axel Lindner, Christoph Braun · 2015 · Human Brain Mapping
- Dissociable circuits for visual shape learning in the young and aging human brainStephen D. Mayhew, Zoe Kourtzi · 2013 · Frontiers in Human Neuroscience
- Movement-related neuromagnetic fields and performances of single trial classificationsHisato Sugata, Tetsu Goto, Masayuki Hirata, Takufumi Yanagisawa, Shayne Morris, Kojiro Matsushita, Toshiki Yoshimine, Shiro Yorifuji · 2011 · Neuroreport
- Confident false memories for spatial location are mediated by V1Jessica M. Karanian, Scott D. Slotnick · 2018 · Cognitive Neuroscience
- ‘When’ and ‘what’ did you see? A novel fMRI-based visual decoding frameworkChong Wang, Hongmei Yan, Wei Huang, Jiyi Li, Jiale Yang, Rong Li, Leiyao Zhang, Liang Li, Jiang Zhang, Zhentao Zuo et al. · 2020 · Journal of Neural Engineering
- Activity in the Visual Cortex is Modulated by Top-Down Attention Locked to Reaction TimeFarshad Moradi, Constanze Hipp, Christof Koch · 2007 · Journal of Cognitive Neuroscience
- A neural computational framework for face processing in the human temporal lobeRunnan Cao, Jie Zhang, Jie Zheng, Yue Wang, Peter Brunner, Jon Timothy Willie, Shuo Wang · 2025 · Current Biology
- Modeling Voxel Connectivity for Brain DecodingItır Önal Ertuğrul, Mete Özay, Fatos Tunay Yarman Vural · 2015 · International Workshop on Pattern Recognition in NeuroImaging
- Temporal and Cross-Subject Probabilistic Models for fMRI Prediction TasksAlexis J. Battle, Gal Chechik, Daphne Koller · 2007 · The MIT Press eBooks
- Disentangling scene content from its spatial boundary: Complementary roles for the PPA and LOC in representing real-world scenesSoojin Park, Timothy F. Brady, Michelle R. Greene, Aude Oliva · 2011 · DSpace@MIT (Massachusetts Institute of Technology)
- Audio‐visual multisensory training enhances visual processing of motion stimuli in healthy participants: an electrophysiological studyPaolo Antonino Grasso, Mariagrazia Benassi, Elisabetta Làdavas, Caterina Bertini · 2016 · European Journal of Neuroscience
- Retrieved-context models of memory search and the neural representation of timeSean Matthew Polyn, Rebecca A. Cutler · 2017 · Current Opinion in Behavioral Sciences
- Correcting for Superficial Bias in 7T Gradient Echo fMRIPei Huang, Marta Correia, Catarina Rua, Christopher T. Rodgers, Richard N. Henson, Johan D. Carlin · 2021 · Frontiers in Neuroscience
- Voluntary control of semantic neural representations by imagery with conflicting visual stimulationRyohei Fukuma, Takufumi Yanagisawa, Shinji Nishimoto, Hidenori Sugano, Kentaro Tamura, Shota Yamamoto, Yasushi Iimura, Yuya Fujita, Satoru Oshino, Naoki Tani et al. · 2022 · Communications Biology
- Two-dimensional spatial tuning for saccades in human parieto-frontal cortexFrank T. Leone, Ivan Toni, W. Pieter Medendorp · 2013 · NeuroImage
- Individual differences in attention strategies during detection, fine discrimination, and coarse discriminationDavid A. Bridwell, Elizabeth Hecker, John T. Serences, Ramesh Srinivasan · 2013 · Journal of Neurophysiology
- Non-holistic coding of objects in lateral occipital complex with and without attentionMatthias Guggenmos, Volker Thoma, Radoslaw Martin Cichy, John–Dylan Haynes, Philipp Sterzer, Alan Richardson‐Klavehn · 2014 · NeuroImage
- Visual objects categorization using dense EEG: A preliminary studyRouby El-Lone, Mahmoud Hassan, Aya Kabbara, Rima Hleiss · 2015 · International Conference on Advances in Biomedical Engineering (ICABME)
- Predicting the Semantic Category of Internally Generated Words from Neuromagnetic RecordingsIrina Simanova, Marcel A. J. van Gerven, Robert Oostenveld, Peter Hagoort A · 2014 · Journal of Cognitive Neuroscience
- Learning and Representing Object Shape Through an Array of Orientation ColumnsHui Wei, Qiang Li, Dong Zheng · 2014 · IEEE Transactions on Neural Networks and Learning Systems
- Spatially asymmetric response to moving patterns in the visual cortex: Re-examining the local sign hypothesisDavid C. Whitney, David W. Bressler · 2006 · Vision Research
- Reward processing: a global brain phenomenon?Andrew M. Clark · 2012 · Journal of Neurophysiology
- Online decoding of object‐based attention using real‐time f MRIAdnan Muhammad Niazi, Philip L. C. van den Broek, Stefan Klanke, Markus Barth, Mannes Poel, Peter Desain, Marcel A. J. van Gerven · 2013 · European Journal of Neuroscience
- Grid Cells for Conceptual Spaces?Nikolaus Kriegeskorte, Katherine R. Storrs · 2016 · Neuron
- Investigating the neural basis of basic human movement perception using multi-voxel pattern analysisFangyuan Ma, Junhai Xu, Xianglin Li, Peiyuan Wang, Bin Wang, Baolin Liu · 2018 · Experimental Brain Research
- Pattern classification differentiates decision of intertemporal choices using multi-voxel pattern analysisZhiyi Chen, Yiqun Guo, Shunmin Zhang, Tingyong Feng · 2018 · Cortex
- Prospective motion correction improves the sensitivity of fMRI pattern decodingPei Huang, Johan D. Carlin, Arjen Alink, Nikolaus Kriegeskorte, Richard N. Henson, Marta Correia · 2018 · Human Brain Mapping
- Under the Mind's Hood: What We Have Learned by Watching the Brain at WorkAnna Christina Nobre, Freek van Ede · 2019 · Journal of Neuroscience
- fMRI representational similarity analysis reveals graded preferences for chromatic and achromatic stimulus contrast across human visual cortexErin Goddard, Kathy T. Mullen · 2020 · NeuroImage
- ICANN/PASCAL2 Challenge: MEG Mind Reading — Overview and ResultsArto Klami A, Pavan Ramkumar, Seppo Virtanen, Lauri T. Parkkonen, Riitta Hari, Samuel Kaski A · 2012
- Assessing the efficacy of visual prostheses by decoding ms-LFPs: application to retinal implantsNicolas P. Cottaris, Sylvia D. Elfar · 2009 · Journal of Neural Engineering
- Local opposite orientation preferences in V1: fMRI sensitivity to fine-grained pattern informationArjen Alink, Alexander Walther, Alexandra Krugliak, Nikolaus Kriegeskorte · 2017 · Scientific Reports
- Real-Time Regulation and Detection of Brain States from fMRI SignalsRanganatha Sitaram, Sangkyun Lee, Sergio Ruíz, Niels Birbaumer · 2010 · Elsevier eBooks
- Adaptation to global structure induces spatially remote distortions of perceived orientationNeil W. Roach, Ben S. Webb, Paul V. McGraw · 2008 · Journal of Vision
- A glimpse into your visionSara L. Gonzalez Andino, Rolando Grave de Peralta, Asaid Khateb, Alan John Pegna, Gregor Thut, Théodor Landis · 2006 · Human Brain Mapping
- Monolithic three-dimensional neural probes from deterministic rolling of soft electronicsYi Qiang, Wen Gu, Dongyeol Jang, Yieljae Shin, Delin Shi, Kyung Jin Seo, Gen Li, Sandra Vinnikova, Shiqiang Wu, Aditya Iyer et al. · 2025 · Nature Electronics
- Brain network dynamics in the alpha band during a complex postural control taskRomain Aubonnet, Mahmoud Hassan, Ahmad Mheich, Giorgio Di Lorenzo, Hannes Petersen, Paolo Gargiulo · 2023 · Journal of Neural Engineering
- Prefrontal Cortex Codes Representations of Target Identity and Feature UncertaintyPhillip P. Witkowski, Joy J. Geng · 2023 · Journal of Neuroscience
- Multi-Semantic Decoding of Visual Perception with Graph Neural NetworksRong Li, Jiyi Li, Chong Wang, Haoxiang Liu, Tao Liu, Xuyang Wang, Ting Zou, Wei Huang, Hongmei Yan, Huafu Chen · 2024 · International Journal of Neural Systems
- High perceptual load leads to both reduced gain and broader orientation tuningMoritz Stolte, Bahador Bahrami, Nilli Lavie C · 2014 · Journal of Vision
- IS NEUROSCIENCE ADEQUATE AS THE FORTHCOMING "MINDSCIENCE"?Riccardo Manzotti, Paolo Moderato · 2010
- Creatures great and small: Real-world size of animals predicts visual cortex representations beyond taxonomic categoryMarc N. Coutanche, Griffin E. Koch · 2018 · NeuroImage
- Neurofeedback learning for mental practice rather than repetitive practice improves neural pattern consistency and functional network efficiency in the subsequent mental motor executionDongha Lee, Changwon Jang, Hae‐Jeong Park · 2018 · NeuroImage
- Human frontoparietal cortex represents behaviorally relevant target status based on abstract object featuresMargaret M. Henderson, John T. Serences · 2019 · Journal of Neurophysiology
- Characterizing the Structural Pattern Predicting Medication Response in Herpes Zoster Patients Using Multivoxel Pattern AnalysisPing Zeng, Jiabin Huang, Songxiong Wu, Chengrui Qian, Fuyong Chen, Wuping Sun, Wei Tao, Yuliang Liao, Jianing Zhang, Zefan Yang et al. · 2019 · Frontiers in Neuroscience
- Electroencephalography and MagnetoencephalographyGeorge Dassios, ATHANASSIOS S. FOKAS · 2020 · De Gruyter eBooks
- Decoding Visual fMRI Stimuli from Human Brain Based on Graph Convolutional Neural NetworkLu Meng, Kang Ge · 2022 · Brain Sciences
- Extracting latent brain states — Towards true labels in cognitive neuroscience experimentsAnne K. Porbadnigk, Nico Görnitz, Claudia Sannelli, Alexander Binder, Mikio L. Braun, Marius Kloft, Klaus‐Robert Müller · 2015 · NeuroImage