Search Results - multivariate decoding analysis

The Decision Decoding ToolBOX (DDTBOX) – A Multivariate Pattern Analysis Toolbox for Event-Related Potentials by 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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Sentential negation of abstract and concrete conceptual categories: a brain decoding multivariate pattern analysis study by 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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Decoding the Spatiotemporal Dynamics of Neural Response Similarity in Auditory Processing: A Multivariate Analysis Based on OPM‐MEG by Liu, Changzeng, Ma, Yuyu, Liang, Xiaoyu, Xiang, Min, Wu, Huanqi, Ning, Xiaoling

“…The brain represents information through the encoding of neural populations, where the activity patterns of these neural groups constitute the content of this…”
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Decoding budget awareness: A multivariate analysis of generation Z undergraduates by Güngör Göksu, Gonca, Eroğlu, Erdal, Yüksel, Cihan, Küçükaycan, Durdane

“…Understanding public finance and budget processes has become increasingly important for the younger generation in recent years. This knowledge enables…”
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Decoding budget awareness: A multivariate analysis of generation Z undergraduates by Güngör Göksu, Gonca, Eroglu, Erdal, Yüksel, Cihan, Küçükaycan, Durdane

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Decoding budget awareness: A multivariate analysis of generation Z undergraduates by Güngör Göksu, Gonca, Eroglu, Erdal, Yüksel, Cihan, Küçükaycan, Durdane

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Decoding across sensory modalities reveals common supramodal signatures of conscious perception by 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…”
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Correction to “Decoding the Spatiotemporal Dynamics of Neural Response Similarity in Auditory Processing: A Multivariate Analysis Based on OPM‐MEG”

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Decoding neural representational spaces using multivariate pattern analysis by Haxby, James V, Connolly, Andrew C, Guntupalli, J Swaroop

“… are represented in patterns of brain activity. The past decade and a half has seen significant advances in the development of methods for decoding human neural activity, such as multivariate pattern classification, representational similarity…”
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Deconstructing multivariate decoding for the study of brain function by Hebart, Martin N., Baker, Chris I.

“…s. However, prior to the rise of multivariate decoding, the study of brain function was firmly embedded in a statistical philosophy grounded on univariate methods of data analysis…”
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The Decision Decoding ToolBOX (DDTBOX) – A Multivariate Pattern Analysis Toolbox for Event-Related Potentials by Bode, Stefan, Feuerriegel, Daniel, Bennett, Daniel, Alday, Phillip M.

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Decoding the infant mind: Multivariate pattern analysis (MVPA) using fNIRS by Emberson, Lauren L., Zinszer, Benjamin D., Raizada, Rajeev D. S., Aslin, Richard N.

“… (a key fNIRS population). Specifically, multivariate pattern analysis (MVPA) employs a correlation-based decoding method where a group model is constructed for all infants…”
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The effect of spatial resolution on decoding accuracy in fMRI multivariate pattern analysis by Gardumi, Anna, Ivanov, Dimo, Hausfeld, Lars, Valente, Giancarlo, Formisano, Elia, Uludağ, Kâmil

“…Multivariate pattern analysis (MVPA) in fMRI has been used to extract information from distributed cortical activation patterns, which may go undetected in conventional univariate analysis…”
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Decoding the infant mind: Multivariate pattern analysis by Emberson, Lauren L., Zinszer, Benjamin D., Raizada, Rajeev D. S., Aslin, Richard N.

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Decoding the infant mind: Multivariate pattern analysis by Emberson, Lauren L., Zinszer, Benjamin D., Raizada, Rajeev D. S., Aslin, Richard N.

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Decoding the infant mind: Multivariate pattern analysis by Emberson, Lauren L., Zinszer, Benjamin D., Raizada, Rajeev D. S., Aslin, Richard N.

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Interpretability of Multivariate Brain Maps in Linear Brain Decoding: Definition, and Heuristic Quantification in Multivariate Analysis of MEG Time-Locked Effects by Kia, Seyed Mostafa, Vega Pons, Sandro, Weisz, Nathan, Passerini, Andrea

“…Brain decoding is a popular multivariate approach for hypothesis testing in neuroimaging…”
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Decoding the dynamic perception of risk and speed using naturalistic stimuli: A multivariate, whole‐brain analysis by Ju, Uijong, Wallraven, Christian

“…Time‐resolved decoding of speed and risk perception in car driving is important for understanding the perceptual processes related to driving safety…”
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Decoding the Brain: Neural Representation and the Limits of Multivariate Pattern Analysis in Cognitive Neuroscience by Ritchie, J Brendan, Kaplan, David Michael, Klein, Colin

“…Since its introduction, multivariate pattern analysis (MVPA), or 'neural decoding', has transformed the field of cognitive neuroscience…”
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Decoding the neural representation of self and person knowledge with multivariate pattern analysis and data‐driven approaches by Wagner, Dylan D., Chavez, Robert S., Broom, Timothy W.

“…Multivariate pattern analysis and data‐driven approaches to understand how the human brain encodes sensory information and higher level conceptual knowledge have become increasingly dominant in visual and cognitive neuroscience…”
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