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

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.

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

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

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

Authors: Yuanbo Wang Yingfang Meng Qiuyue Yang et al.

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

Time-resolved estimation of strength of Motor Imagery representation by multivariate EEG decoding.

Authors: Tidare, Jonatan Leon, Miguel Åstrand, Elaine

Source: Journal of Neural Engineering. 18

Subject Terms: EEG, decoding, motor imagery, multivariate, strength, temporal dynamics, time-resolved

File Description: print

Access URL: https://urn.kb.se/resolve?urn=urn:nbn:se:mdh:diva-52979
https://doi.org/10.1088/1741-2552/abd007

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

Decoding Mindfulness With Multivariate Predictive Models

Authors: Jarrod Lewis-Peacock Tor Wager Todd Samuel Braver

Source: Biological Psychiatry: Cognitive Neuroscience and Neuroimaging. 10:369-376

Subject Terms: Brain Mapping, Meditation, Cognitive Neuroscience, Humans, Brain, Attention, Quantitative Methods, Psychology, other, Social and Behavioral Sciences, Mindfulness, Neuroscience

Access URL: https://pubmed.ncbi.nlm.nih.gov/39542170

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 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

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

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

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

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

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

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

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

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

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

Authors: Liu, Shun Zhang, Wenjia Wang, Suiping

Source: Journal of Cognitive Neuroscience; Jan2026, Vol. 38 Issue 1, p55-70, 16p

Subject Terms: TONE (Phonetics), FUNCTIONAL magnetic resonance imaging, NEUROPHYSIOLOGY, AUDITORY perception, CEREBELLUM, DECODING algorithms, COMPREHENSION testing