Výsledky vyhledávání - Multivariate decoding~

Information‐based multivariate decoding reveals imprecise neural encoding in children with attention deficit hyperactivity disorder during visual selective attention Autor Li, Dongwei, Luo, Xiangsheng, Guo, Jialiang, Kong, Yuanjun, Hu, Yiqing, Chen, Yanbo, Zhu, Yu, Wang, Yufeng, Sun, Li, Song, Yan

“… Children with ADHD showed a lower parieto‐occipital multivariate decoding accuracy approximately 240–340…”
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Deconstructing multivariate decoding for the study of brain function Autor Hebart, Martin N., Baker, Chris I.

“…Multivariate decoding methods were developed originally as tools to enable accurate predictions in real-world applications…”
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Motor Imagery EEG Signals Decoding by Multivariate Empirical Wavelet Transform-Based Framework for Robust Brain-Computer Interfaces Autor Sadiq, Muhammad Tariq, Yu, Xiaojun, Yuan, Zhaohui, Zeming, Fan, Rehman, Ateeq Ur, Ullah, Inam, Li, Guoqi, Xiao, Gaoxi

“… (EEG) signals to decode for the development of practical brain-computer interface (BCI) systems. In this study, we propose a robust and simple automated multivariate empirical wavelet transform…”
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Multivariate decoding of cerebral blood flow measures in a clinical model of on-going postsurgical pain Autor O'Muircheartaigh, Jonathan, Marquand, Andre, Hodkinson, Duncan J., Krause, Kristina, Khawaja, Nadine, Renton, Tara F., Huggins, John P., Vennart, William, Williams, Steven C.R., Howard, Matthew A.

“…Recent reports of multivariate machine learning (ML) techniques have highlighted their potential use to detect prognostic and diagnostic markers of pain…”
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Decoding Multivariate Multiplicity Codes on Product Sets Autor Bhandari, Siddharth, Harsha, Prahladh, Kumar, Mrinal, Sudan, Madhu

“…The multiplicity Schwartz-Zippel lemma bounds the total multiplicity of zeroes of a multivariate polynomial on a product set…”
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Frontal alpha oscillations distinguish leaders from followers: Multivariate decoding of mutually interacting brains Autor Konvalinka, Ivana, Bauer, Markus, Stahlhut, Carsten, Hansen, Lars Kai, Roepstorff, Andreas, Frith, Chris D.

“…Successful social interactions rely upon the abilities of two or more people to mutually exchange information in real-time, while simultaneously adapting to…”
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The prediction of auditory consequences of own and observed actions: a brain decoding multivariate pattern study Autor Ghio, Marta, Haegert, Karolin, Seidel, Alexander, Suchan, Boris, Thoma, Patrizia, Bellebaum, Christian

“… By applying multivariate pattern analysis (MVPA), we found evidence for altered processing in the right…”
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Neural Evidence for Tonal Prediction: Multivariate Decoding of Predicted Tone Categories Using Functional Magnetic Resonance Imaging Data Autor Liu, Shun, Zhang, Wenjia, Wang, Suiping

“… Multivariate pattern analysis showed that predicted tonal categories could be decoded from brain activity even without tonal stimuli present…”
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Multivariate decoding methods reveal how speaking two dialects affects executive functions Autor Wu, Yan Jing, Dang, Qinpu, Zhang, Zhaoqi, Zhang, Haoyun, Guo, Taomei

“… Here, using multivariate pattern classification methods, we decoded spatial patterns of neural signals associated with Flanker task performance in mono‐dialectal and bi…”
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Sentential negation of abstract and concrete conceptual categories: a brain decoding multivariate pattern analysis study Autor Ghio, Marta, Haegert, Karolin, Vaghi, Matilde M, Tettamanti, Marco

“…We rarely use abstract and concrete concepts in isolation but rather embedded within a linguistic context. To examine the modulatory impact of the linguistic…”
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Deconstructing multivariate decoding for the study of brain function Autor Hebart, Martin N., Baker, Chris I.

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Model-based feature construction for multivariate decoding Autor Brodersen, Kay H., Haiss, Florent, Ong, Cheng Soon, Jung, Fabienne, Tittgemeyer, Marc, Buhmann, Joachim M., Weber, Bruno, Stephan, Klaas E.

“…Conventional decoding methods in neuroscience aim to predict discrete brain states from multivariate correlates of neural activity…”
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Multivariate decoding of brain images using ordinal regression Autor Doyle, O.M., Ashburner, J., Zelaya, F.O., Williams, S.C.R., Mehta, M.A., Marquand, A.F.

“… of distance between classes. Here, we propose a novel, alternative multivariate approach that overcomes these limitations…”
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Assessing the information content of ERP signals in schizophrenia using multivariate decoding methods Autor Bae, Gi-Yeul, Leonard, Carly J., Hahn, Britta, Gold, James M., Luck, Steven J.

“…•This study took multivariate decoding methods that are widely used to assess the nature of neural representations in neurotypical people and applied them to a comparison of people with schizophrenia…”
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Multivariate Decoding and Drift-Diffusion Modeling Reveal Adaptive Control in Trilingual Comprehension Autor Wang, Yuanbo, Meng, Yingfang, Yang, Qiuyue, Wang, Ruiming

“… We employed behavioral analysis, drift-diffusion modeling, event-related potential (ERP) analysis, and multivariate pattern analysis (MVPA…”
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Temporal Dynamics on Mental Compression of Spatial Sequences Revealed by EEG-based Multivariate Decoding Autor Huang, Yichao, Ke, Yufeng, Ming, Dong

“… Multivariate pattern analysis (MVPA) of time-frequency EEG data revealed that the brain encoded complexity-sensitive information, particularly in both theta and alpha frequencies, starting from the middle stage of visual sequence presentation…”
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Neural representations for multi-context visuomotor adaptation and the impact of common representation on multi-task performance: a multivariate decoding approach Autor Song, Youngjo, Shin, Wooree, Kim, Pyeongsoo, Jeong, Jaeseung

“… between representation commonality across task contexts and adaptation performance using multivariate decoding analysis with fMRI data…”
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Can neurochemical concentrations in the visual cortex differentiate patients with psychosis from healthy controls via multivariate decoding? Autor Killebrew, Kyle, Demro, Caroline, Sponheim, Scott R., Marjanska, Malgorzata, Schallmo, Michael-Paul

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The Decision Decoding ToolBOX (DDTBOX) – A Multivariate Pattern Analysis Toolbox for Event-Related Potentials Autor Bode, Stefan, Feuerriegel, Daniel, Bennett, Daniel, Alday, Phillip M.

“…In recent years, neuroimaging research in cognitive neuroscience has increasingly used multivariate pattern analysis (MVPA…”
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Characterizing multivariate decoding models based on correlated EEG spectral features Autor McFarland, Dennis J.

“… ► Simple univariate analyses should accompany complex statistical models. Multivariate decoding methods are popular techniques for analysis of neurophysiological data…”
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