Search Results - "Multivariate decoding"

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

Authors: Shun Liu Wenjia Zhang Suiping Wang

Source: Journal of Cognitive Neuroscience. :1-16

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

Authors: Yuanbo Wang Yingfang Meng Qiuyue Yang et al.

Adjudicating competing theories of semantic representation with 7T-fMRI and multivariate decoding

Authors: Saskia L. Frisby Christopher R. Cox Ajay D. Halai et al.

Towards adaptive time-resolved multivariate decoding in brain-computer interface rehabilitation after stroke

Authors: Tidare, Jonatan Åstrand, Elaine, Associate Professor Malesevic, Nebojsa, Senior lecturer

Contributors: Tidare, Jonatan Åstrand, Elaine, Associate Professor Malesevic, Nebojsa, Senior lecturer

Source: Mälardalen University Press Dissertations.

Subject Terms: Brain-computer interface, BCI, motor imagery, MI, electroencephalography, EEG, elektronik, Electronics

File Description: electronic

Access URL: https://urn.kb.se/resolve?urn=urn:nbn:se:mdh:diva-74060
https://mdh.diva-portal.org/smash/get/diva2:2011186/FULLTEXT02.pdf

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

Multivariate decoding methods reveal how speaking two dialects affects executive functions

Authors: Yan Jing Wu Qinpu Dang Zhaoqi Zhang et al.

Source: European Journal of Neuroscience. 57:840-853

Subject Terms: Executive Function, 05 social sciences, Multilingualism, Attention, 0501 psychology and cognitive sciences, Language

Access URL: https://pubmed.ncbi.nlm.nih.gov/36656284

Information‐based multivariate decoding reveals imprecise neural encoding in children with attention deficit hyperactivity disorder during visual selective attention

Authors: Dongwei Li Xiangsheng Luo Jialiang Guo et al.

Source: Hum Brain Mapp

Subject Terms: 03 medical and health sciences, 0302 clinical medicine, Attention Deficit Disorder with Hyperactivity, Reaction Time, Humans, Electroencephalography, Child, Research Articles

Access URL: https://pubmed.ncbi.nlm.nih.gov/36250701

Measurement of ERP Signals in Stressed Population Based on Multivariate Decoding Method

Source: Advances in Psychology. 12:2706-2716

Subject Terms: 03 medical and health sciences, 0302 clinical medicine, 05 social sciences, 0501 psychology and cognitive sciences

Assessing the information content of ERP signals in schizophrenia using multivariate decoding methods

Authors: Bae, Gi-Yeul Leonard, Carly J Hahn, Britta et al.

Subject Terms: Biological Psychology, Biomedical and Clinical Sciences, Psychology, Neurosciences, Behavioral and Social Science, Serious Mental Illness, Mental Health, Schizophrenia, Clinical Research, Brain Disorders, Mental Illness, 1.1 Normal biological development and functioning, Mental health, Adult, Cognitive Dysfunction, Electroencephalography, Evoked Potentials, Humans, Memory, Short-Term, Visual Perception, ERP decoding, Working memory, Biological psychology, Clinical and health psychology

File Description: application/pdf

Access URL: https://escholarship.org/uc/item/97q243jv
https://escholarship.org/content/qt97q243jv/qt97q243jv.pdf

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

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

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: Front Hum Neurosci
Frontiers in Human Neuroscience, Vol 17 (2023)

Subject Terms: shared representation, meta-learning, multi-task, context representation, structural learning, Neurosciences. Biological psychiatry. Neuropsychiatry, Human Neuroscience, sensorimotor adaptation, RC321-571

Access URL: https://pubmed.ncbi.nlm.nih.gov/37822708
https://doaj.org/article/f43ea18c17bc43d6b600056548f8694e

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

Multivariate decoding of EEG data reveals similar mechanisms mediate perceptual adaptation and spontaneous perceptual reversals

Authors: Dundas, K Brooks, JL

Subject Terms: R735, RA

File Description: application/pdf

Access URL: https://eprints.keele.ac.uk/10539/1/Kimberley-Dundas.pdf

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

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

Using multivariate decoding to go beyond contrastive analyses in consciousness research

Authors: Morten Overgaard Lau M. Andersen Kristian Sandberg

Source: Front Psychol
Frontiers in Psychology, Vol 5 (2014)
Sandberg, K, Andersen, L M & Overgaard, M 2014, 'Using multivariate decoding to go beyond contrastive analyses in consciousness research', Frontiers in Psychology, vol. 5, 1250. https://doi.org/10.3389/fpsyg.2014.01250
Sandberg, K, Andersen, L M & Overgaard, M 2014, 'Using multivariate decoding to go beyond contrastive analyses in consciousness research', Frontiers in Psychology. https://doi.org/10.3389/fpsyg.2014.01250
frontiers in psychology

Subject Terms: 0301 basic medicine, contrastive analyses, MEG, Consciousness, fMRI, Magnetoencephalography, Electroencephalography, Awareness, consciousness, 16. Peace & justice, multivariate decoding, BF1-990, 03 medical and health sciences, 0302 clinical medicine, Psychology, EEG, multivariate pattern analysis

File Description: application/pdf

Access URL: https://www.frontiersin.org/articles/10.3389/fpsyg.2014.01250/pdf
https://pubmed.ncbi.nlm.nih.gov/25400616
https://doaj.org/article/cf6d4737006342d681c4bfc65a08b55a
http://journal.frontiersin.org/journal/10.3389/fpsyg.2014.01250/full
https://vbn.aau.dk/da/publications/73a701ea-065b-4294-a783-6726f51c20b9
https://doi.org/10.3389/fpsyg.2014.01250
https://www.ncbi.nlm.nih.gov/pubmed/25400616
https://core.ac.uk/display/43823095
http://journal.frontiersin.org/article/10.3389/fpsyg.2014.01250/abstract
https://www.frontiersin.org/articles/10.3389/fpsyg.2014.01250/full
http://europepmc.org/articles/PMC4214191
https://vbn.aau.dk/da/publications/using-multivariate-decoding-to-go-beyond-contrastive-analyses-in-consciousness-research(73a701ea-065b-4294-a783-6726f51c20b9).html
https://pure.au.dk/ws/files/82172430/102907_Sandberg_ProvisionalPDF.pdf
https://pure.au.dk/ws/files/82172430/102907_Sandberg_ProvisionalPDF.pdf
https://pure.au.dk/portal/en/publications/45ea5d98-d649-4612-8abe-1dbd3e2e717d
https://doi.org/10.3389/fpsyg.2014.01250

Characterizing multivariate decoding models based on correlated EEG spectral features

Authors: Dennis J. McFarland

Source: Clinical Neurophysiology. 124:1297-1302

Subject Terms: Models, Statistical, Fourier Analysis, 05 social sciences, Electroencephalography, Somatosensory Cortex, Brain Waves, Models, Biological, Online Systems, User-Computer Interface, 03 medical and health sciences, 0302 clinical medicine, Humans, 0501 psychology and cognitive sciences, Algorithms

Access URL: https://europepmc.org/articles/pmc3676699?pdf=render
https://pubmed.ncbi.nlm.nih.gov/23466267
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3676699/
https://www.sciencedirect.com/science/article/pii/S1388245713000576
http://www.schalklab.org/sites/default/files/misc/Characterizing%20multivariate%20decoding%20models%20based%20on%20correlated%20EEG%20spectral%20features.pdf
http://europepmc.org/articles/PMC3676699

Probing neural mechanisms of music perception, cognition, and performance using multivariate decoding

Authors: Rebecca S. Schaefer Shinichi Furuya Leigh M. Smith et al.

Source: Psychomusicology: Music, Mind, and Brain

Subject Terms: 0203 mechanical engineering, ta6131, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

Access URL: http://juuli.fi/Record/0037261113
https://doi.org/10.1037/a0031014
http://doi.apa.org/getdoi.cfm?doi=10.1037/a0031014
https://www.questia.com/library/journal/1P3-3110166531/probing-neural-mechanisms-of-music-perception-cognition
https://doi.apa.org/getdoi.cfm?doi=10.1037/a0031014
https://www.research.ed.ac.uk/portal/en/publications/probing-neural-mechanisms-of-music-perception-cognition-and-performance-using-multivariate-decoding(78c14324-ca5d-4217-86a0-de3f9999d8d8).html
https://psycnet.apa.org/journals/pmu/22/2/168/
https://www.research.ed.ac.uk/portal/en/publications/probing-neural-mechanisms-of-music-perception-cognition-and-performance-using-multivariate-decoding(78c14324-ca5d-4217-86a0-de3f9999d8d8)/export.html

Multivariate decoding of cerebral blood flow measures in a clinical model of on‐going postsurgical pain

Authors: Andre F. Marquand K. Krause Nadine Khawaja et al.

Source: Hum Brain Mapp
Human Brain Mapping, 36, 2, pp. 633-42

Subject Terms: Adult, Male, Arterial spin labeling, Normal Distribution, Pain, Sensitivity and Specificity, Young Adult, 03 medical and health sciences, 0302 clinical medicine, Artificial Intelligence, Machine learning, Humans, 10. No inequality, Research Articles, Pain Measurement, Pain, Postoperative, Radboudumc 7: Neurodevelopmental disorders DCMN: Donders Center for Medical Neuroscience, Discriminant Analysis, Biomarker, Magnetic Resonance Imaging, Cerebrovascular Circulation, Multivariate Analysis, Tooth Extraction, Feasibility Studies, Molar, Third

Access URL: https://europepmc.org/articles/pmc4322468?pdf=render
https://pubmed.ncbi.nlm.nih.gov/25307488
https://hdl.handle.net/https://repository.ubn.ru.nl/handle/2066/153450
https://doi.org/10.1002/hbm.22652
https://kclpure.kcl.ac.uk/portal/en/publications/multivariate-decoding-of-cerebral-blood-flow-measures-in-a-clinical-model-of-ongoing-postsurgical-pain(6475ad8e-81c7-4f5b-ab32-8cd031fcd75b).html
https://onlinelibrary.wiley.com/doi/pdf/10.1002/hbm.22652
http://europepmc.org/articles/PMC4322468
https://www.ncbi.nlm.nih.gov/pubmed/25307488
http://trigeminalnerve.org.uk/userfiles/hbm0036-0633.pdf
https://www.narcis.nl/publication/RecordID/oai%3Arepository.ubn.ru.nl%3A2066%2F153450
https://hdl.handle.net/2066/153450
https://repository.ubn.ru.nl//bitstream/handle/2066/153450/153450.pdf

Multivariate decoding of fMRI data: On the way to a contents-based cognitive neuroscience

Authors: Heinzle, J Anders, S Bode, S et al.

Subject Terms: Decision making, Functional neuroimaging, Information flow, Multivariate decodierung, Perceptional learning, Multivariate decoding, Perceptual learning, 3. Good health

Access URL: https://hdl.handle.net/10281/30518