Search Results - multivariate decoding analysis*

Brain-wide decoding of numbers and letters: Converging evidence from multivariate fMRI analysis and probabilistic meta-analysis.

Authors: Liu R Chang H El-Said D et al.

Source: Cortex; a journal devoted to the study of the nervous system and behavior [Cortex] 2025 Aug; Vol. 189, pp. 256-274. Date of Electronic Publication: 2025 Jun 13.

Publication Type: Journal Article; Meta-Analysis

Journal Info: Publisher: Masson Country of Publication: Italy NLM ID: 0100725 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1973-8102 (Electronic) Linking ISSN: 00109452 NLM ISO Abbreviation: Cortex Subsets: MEDLINE

MeSH Terms: Brain*/physiology , Brain*/diagnostic imaging , Pattern Recognition, Visual*/physiology, Humans ; Magnetic Resonance Imaging/methods ; Brain Mapping/methods ; Male ; Female ; Adult ; Multivariate Analysis ; Young Adult

Decoding Changes in Tactile Stimuli Using Multivariate Pattern Analysis of EEG Data

Authors: Lauren E. Horde Sara Lu Riggs

Source: Proceedings of the Human Factors and Ergonomics Society Annual Meeting.

Rapidly Decoding Image Categories From MEG Data Using a Multivariate Short-Time FC Pattern Analysis Approach

Authors: Chunyu Liu Yi Kang Lingxi Zhang et al.

Source: IEEE Journal of Biomedical and Health Informatics. 25:1139-1150

Subject Terms: Brain Mapping, 03 medical and health sciences, 0302 clinical medicine, Multivariate Analysis, Brain, Humans, Magnetoencephalography, Magnetic Resonance Imaging

Access URL: https://pubmed.ncbi.nlm.nih.gov/32750957

Neural Evidence for Tonal Prediction: Multivariate Decoding of Predicted Tone Categories Using Functional Magnetic Resonance Imaging Data.

Authors: Liu S Zhang W Wang S

Source: Journal of cognitive neuroscience [J Cogn Neurosci] 2026 Jan 01; Vol. 38 (1), pp. 55-70.

Publication Type: Journal Article

Journal Info: Publisher: Published by the MIT Press with the Cognitive Neuroscience Institute Country of Publication: United States NLM ID: 8910747 Publication Model: Print Cited Medium: Internet ISSN: 1530-8898 (Electronic) Linking ISSN: 0898929X NLM ISO Abbreviation: J Cogn Neurosci Subsets: MEDLINE

MeSH Terms: Brain Mapping* , Speech Perception*/physiology , Brain*/physiology , Brain*/diagnostic imaging, Humans ; Magnetic Resonance Imaging ; Male ; Female ; Young Adult ; Adult ; Acoustic Stimulation ; Multivariate Analysis ; Image Processing, Computer-Assisted

Decoding genetic diversity in Withania somnifera: A molecular approach using ISSR primers and multivariate analysis

Authors: Singh, Neha Singh, Nisha Singh, R J Anita et al.

Source: Electronic Journal of Plant Breeding 16(3):394-401. 2025

Temporal Dynamics on Mental Compression of Spatial Sequences Revealed by EEG-based Multivariate Decoding.

Authors: Huang Y Ke Y Ming D

Source: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference [Annu Int Conf IEEE Eng Med Biol Soc] 2025 Jul; Vol. 2025, pp. 1-4.

Publication Type: Journal Article

Journal Info: Publisher: [IEEE] Country of Publication: United States NLM ID: 101763872 Publication Model: Print Cited Medium: Internet ISSN: 2694-0604 (Electronic) Linking ISSN: 23757477 NLM ISO Abbreviation: Annu Int Conf IEEE Eng Med Biol Soc Subsets: MEDLINE

MeSH Terms: Electroencephalography*/methods , Memory, Short-Term*/physiology , Brain*/physiology, Humans ; Male ; Adult ; Female ; Multivariate Analysis ; Young Adult

Decoding the Brain: Neural Representation and the Limits of Multivariate Pattern Analysis in Cognitive Neuroscience

Authors: Ritchie, J. Brendan Kaplan, David M. Klein, Colin

Source: Ritchie, J. Brendan and Kaplan, David M. and Klein, Colin (2016) Decoding the Brain: Neural Representation and the Limits of Multivariate Pattern Analysis in Cognitive Neuroscience. [Preprint]

File Description: text

Relation: https://philsci-archive.pitt.edu/12915/

Optimising analysis choices for multivariate decoding: creating pseudotrials using trial averaging and resampling

Authors: C. L. Scrivener T. Grootswagers A. Woolgar

Decoding evidence-based entrepreneurship: A systematic review of meta-analytic choices and reporting.

Authors: Rauch, Andreas Saeed, Saadat Frese, Michael

Source: Journal of Small Business Management. Jul/Aug2025, Vol. 63 Issue 4, p1783-1829. 47p.

Subject Terms: *QUALITY control, *MULTIVARIATE analysis, *QUANTITATIVE research, *STATISTICS, CONTENT analysis

Multivariate Decoding and Drift-Diffusion Modeling Reveal Adaptive Control in Trilingual Comprehension.

Authors: Wang, Yuanbo Meng, Yingfang Yang, Qiuyue et al.

Source: Brain Sciences (2076-3425); Oct2025, Vol. 15 Issue 10, p1046, 30p

Subject Terms: ADAPTIVE control systems, MULTILINGUALISM, LINGUISTIC context, NEUROPHYSIOLOGY, DRIFT diffusion models, CONTROL (Psychology), MULTIVARIATE analysis

Dual deficits in auditory selective attention in children with attention deficit hyperactivity disorder: insights from multivariate pattern analysis of EEG.

Authors: Wang Y Yang H Yin W et al.

Source: European child & adolescent psychiatry [Eur Child Adolesc Psychiatry] 2025 Oct 15. Date of Electronic Publication: 2025 Oct 15.

Publication Type: Journal Article

Journal Info: Publisher: Springer Medizin Country of Publication: Germany NLM ID: 9212296 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1435-165X (Electronic) Linking ISSN: 10188827 NLM ISO Abbreviation: Eur Child Adolesc Psychiatry Subsets: MEDLINE

Multivariate Interaction Classification: Testing Representational Independence in High-Dimensional Data.

Authors: Kim, Jongwan Eom, Kimin

Source: Psychological Reports. Dec2025, p1.

Subject Terms: *ANALYSIS of variance, *MULTIVARIATE analysis, *STATISTICS, *MULTIVARIABLE testing, DECODING algorithms, PATTERN perception

Multivariate pattern analysis: brain decoding

Authors: Schrouff, Jessica Phillips, Christophe GIGA CRC (Cyclotron Research Center) In vivo Imaging-Aging & Memory - ULiège et al.

Contributors: Schrouff, Jessica Phillips, Christophe GIGA CRC (Cyclotron Research Center) In vivo Imaging-Aging & Memory - ULiège et al.

Source: Coma and altered states of consciousness, 41-48 (2012)

Subject Terms: Machine learning, Neuroimaging data, Introduction, Human health sciences, Engineering, computing & technology, Electrical & electronics engineering, Neurology, Sciences de la santé humaine, Ingénierie, informatique & technologie, Ingénierie électrique & électronique, Neurologie

Relation: http://www.amazon.com/Coma-%C3%A9tats-conscience-alt%C3%A9r%C3%A9e-French/dp/2817801261

Access URL: https://orbi.uliege.be/handle/2268/107327

Multivariate Decoding and Drift-diffusion Modeling Reveal Adaptive Control in Trilingual Comprehension

Authors: Yuanbo Wang Yingfang Meng Qiuyue Yang et al.

Neural representations for multi-context visuomotor adaptation and the impact of common representation on multi-task performance: a multivariate decoding approach.

Authors: Youngjo Song Wooree Shin Pyeongsoo Kim et al.

Source: Frontiers in Human Neuroscience; 2023, p01-22, 22p

Subject Terms: MICE (Computers), MOTOR learning, VISUOMOTOR coordination, MOTOR ability, TASK performance, MULTIVARIATE analysis, DATA analysis

Deconstructing multivariate decoding for the study of brain function.

Authors: Hebart MN Baker CI

Source: NeuroImage [Neuroimage] 2018 Oct 15; Vol. 180 (Pt A), pp. 4-18. Date of Electronic Publication: 2017 Aug 04.

Publication Type: Journal Article; Research Support, N.I.H., Intramural; Research Support, Non-U.S. Gov't; Review

Journal Info: Publisher: Academic Press Country of Publication: United States NLM ID: 9215515 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1095-9572 (Electronic) Linking ISSN: 10538119 NLM ISO Abbreviation: Neuroimage Subsets: MEDLINE

MeSH Terms: Multivariate Analysis*, Brain/*physiology , Brain Mapping/*methods , Image Processing, Computer-Assisted/*methods, Humans

Univariate and Multivariate Pattern Analysis Reveals the Effects of Negative Body Image at Fatness on Food-Related Inhibitory Control.

Authors: Xu, Zihan Xu, Yuchan Han, Junyao et al.

Source: Nutrients. Aug2025, Vol. 17 Issue 15, p2555. 13p.

Industrial multivariate time-series data anomaly detection incorporating attention mechanisms and adversarial training.

Authors: Yang, Wenjie Chu, Wenchao Wu, Xingfu et al.

Source: International Journal of Computer Integrated Manufacturing. Dec2025, Vol. 38 Issue 12, p1697-1715. 19p.

Subject Terms: *TIME series analysis, *MULTIVARIATE analysis, ANOMALY detection (Computer security), LATENT variables, SPATIOTEMPORAL processes, MACHINE learning, FEATURE extraction

Deconstructing multivariate decoding for the study of brain function

Authors: Hebart, Martin N. Baker, Chris I.

Source: bioRxiv

Subject Terms: 0301 basic medicine, Brain Mapping, 03 medical and health sciences, 0302 clinical medicine, Multivariate Analysis, Image Processing, Computer-Assisted, Brain, Humans, 3. Good health

File Description: application/pdf

Access URL: https://www.biorxiv.org/content/biorxiv/early/2017/07/02/158493.full.pdf
https://www.sciencedirect.com/science/article/am/pii/S1053811917306523
https://pubmed.ncbi.nlm.nih.gov/28782682
https://pure.mpg.de/pubman/faces/ViewItemOverviewPage.jsp?itemId=item_3176986
https://pure.mpg.de/pubman/item/item_3176986_2/component/file_3176987/Hebart_Baker_2017.pdf
https://dblp.uni-trier.de/db/journals/neuroimage/neuroimage180.html#HebartB18
http://www.sciencedirect.com/science/article/pii/S1053811917306523
https://pubmed.ncbi.nlm.nih.gov/28782682/
https://europepmc.org/article/MED/28782682
https://www.biorxiv.org/content/biorxiv/early/2017/07/02/158493.full.pdf
https://www.biorxiv.org/content/10.1101/158493v1
http://hdl.handle.net/21.11116/0000-0005-20CB-2
http://hdl.handle.net/21.11116/0000-0005-20CE-F

Frontal alpha oscillations distinguish leaders from followers: Multivariate decoding of mutually interacting brains

Authors: Andreas Roepstorff Carsten Stahlhut Markus Bauer et al.

Source: Konvalinka, I, Bauer, M, Stahlhut, C, Hansen, L K, Roepstorff, A & Frith, C D 2014, ' Frontal alpha oscillations distinguish leaders from followers: Multivariate decoding of mutually interacting brains ', NeuroImage, vol. 94, pp. 79–88 . https://doi.org/10.1016/j.neuroimage.2014.03.003
Konvalinka, I, Bauer, M, Stahlhut, C, Hansen, L K, Roepstorff, A & Frith, C D 2014, 'Frontal alpha oscillations distinguish leaders from followers : Multivariate decoding of mutually interacting brains', NeuroImage. https://doi.org/10.1016/j.neuroimage.2014.03.003

Subject Terms: Adult, Male, Models, Neurological, Social interaction, Sensitivity and Specificity, 7. Clean energy, Young Adult, 03 medical and health sciences, 0302 clinical medicine, Biological Clocks, Humans, Computer Simulation, Interpersonal Relations, 0501 psychology and cognitive sciences, Brain Mapping, Models, Statistical, 05 social sciences, Brain, Reproducibility of Results, Leader–follower dynamics, Dual EEG, Multivariate decoding, Frontal Lobe, 3. Good health, Alpha Rhythm, Leadership, Interpersonal coordination, Social Dominance, 13. Climate action, Data Interpretation, Statistical, Multivariate Analysis, Female

File Description: application/pdf

Access URL: https://backend.orbit.dtu.dk/ws/files/90097289/prod11396022627003.dualEEGmanuscript_Neuroimage_final.pdf
https://pubmed.ncbi.nlm.nih.gov/24631790
https://orbit.dtu.dk/en/publications/1c1d1537-51fe-4878-9586-ed7e99b1f63d