Suchergebnisse - "Multivariate decoding"

Deconstructing multivariate decoding for the study of brain function von Hebart, Martin N., Baker, Chris I.

“… Multivariate decoding methods were developed originally as tools to enable accurate predictions in real-world applications …”
Volltext

Frontal alpha oscillations distinguish leaders from followers: Multivariate decoding of mutually interacting brains von 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 …”
Volltext

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

Neural Evidence for Tonal Prediction: Multivariate Decoding of Predicted Tone Categories Using Functional Magnetic Resonance Imaging Data von Liu, Shun, Zhang, Wenjia, Wang, Suiping

“… Predictive processing plays a central role in language comprehension, allowing listeners to generate predictions about upcoming linguistic input. Although …”
Weitere Angaben

Multivariate decoding methods reveal how speaking two dialects affects executive functions von Wu, Yan Jing, Dang, Qinpu, Zhang, Zhaoqi, Zhang, Haoyun, Guo, Taomei

“… How speaking two languages affects executive functions has been a long‐standing debate and the mechanisms underlying the observed cognitive advantages of …”
Volltext

Deconstructing multivariate decoding for the study of brain function von Hebart, Martin N., Baker, Chris I.

Volltext

Model-based feature construction for multivariate decoding von 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. This approach faces two …”
Volltext

Multivariate decoding of brain images using ordinal regression von Doyle, O.M., Ashburner, J., Zelaya, F.O., Williams, S.C.R., Mehta, M.A., Marquand, A.F.

“… Neuroimaging data are increasingly being used to predict potential outcomes or groupings, such as clinical severity, drug dose response, and transitional …”
Volltext

Multivariate Decoding and Drift-Diffusion Modeling Reveal Adaptive Control in Trilingual Comprehension von Wang, Yuanbo, Meng, Yingfang, Yang, Qiuyue, Wang, Ruiming

“… Background/Objectives: The Adaptive Control Hypothesis posits varying control demands across language contexts in production, but its role in comprehension is …”
Volltext

Multivariate decoding of cerebral blood flow measures in a clinical model of on-going postsurgical pain von 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 …”
Volltext

Assessing the information content of ERP signals in schizophrenia using multivariate decoding methods von 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 …”
Volltext

Temporal Dynamics on Mental Compression of Spatial Sequences Revealed by EEG-based Multivariate Decoding von Huang, Yichao, Ke, Yufeng, Ming, Dong

“… Humans possess the ability to maintain and manipulate the multi-item sequences in working memory (WM). To investigate how varying levels of sequence complexity …”
Volltext

Neural representations for multi-context visuomotor adaptation and the impact of common representation on multi-task performance: a multivariate decoding approach von Song, Youngjo, Shin, Wooree, Kim, Pyeongsoo, Jeong, Jaeseung

“… between representation commonality across task contexts and adaptation performance using multivariate decoding analysis with fMRI data …”
Volltext

Can neurochemical concentrations in the visual cortex differentiate patients with psychosis from healthy controls via multivariate decoding? von Killebrew, Kyle, Demro, Caroline, Sponheim, Scott R., Marjanska, Malgorzata, Schallmo, Michael-Paul

Volltext

Characterizing multivariate decoding models based on correlated EEG spectral features von McFarland, Dennis J.

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

Multivariate decoding and brain reading: Introduction to the special issue von Haynes, John-Dylan

“… In recent years, the scope of neuroimaging research has been substantially extended by multivariate decoding methodology …”
Volltext

Using multivariate decoding to go beyond contrastive analyses in consciousness research von Sandberg, Kristian, Andersen, Lau M., Overgaard, Morten

“… , and we propose multivariate decoding of neural activity patterns as a supplement to other methods. Specifically, we emphasize the ability of multivariate decoding to detect …”
Volltext

The latency of a domain-general visual surprise signal is attribute dependent von Lowe, Benjamin G., Yamamoto, Naohide, Robinson, Jonathan, Johnston, Patrick

“… Predictions concerning upcoming visual input play a key role in resolving percepts. Sometimes input is surprising, under which circumstances the brain must …”
Volltext

Multivariate decoding of fMRI data: Towards a content-based cognitive neuroscience von Heinzle, J., Anders, S., Bode, S., Bogler, C., Chen, Y., Cichy, R.M., Hackmack, K., Kahnt, T., Kalberlah, C., Reverberi, C., Soon, C.S., Tusche, A., Weygandt, M., Haynes, J.-D.

“… When multivariate decoding is applied to the detailed patterning of regionally-specific fMRI signals, it can be used to assess the amount of information these encode about specific task-variables …”
Volltext

Decoding across sensory modalities reveals common supramodal signatures of conscious perception von Sanchez, Gaëtan, Hartmann, Thomas, Fuscà, Marco, Demarchi, Gianpaolo, Weisz, Nathan

“… An increasing number of studies highlight common brain regions and processes in mediating conscious sensory experience. While most studies have been performed …”
Weitere Angaben