Search Results for author: Mark Woolrich

Found 3 papers, 1 papers with code

Group-level Brain Decoding with Deep Learning

1 code implementation27 May 2022 Richard Csaky, Mats Van Es, Oiwi Parker Jones, Mark Woolrich

Decoding brain imaging data are gaining popularity, with applications in brain-computer interfaces and the study of neural representations.

Brain Decoding Feature Importance

Resting state brain networks from EEG: Hidden Markov states vs. classical microstates

no code implementations7 Jun 2016 Tammo Rukat, Adam Baker, Andrew Quinn, Mark Woolrich

Functional brain networks exhibit dynamics on the sub-second temporal scale and are often assumed to embody the physiological substrate of cognitive processes.

EEG Electroencephalogram (EEG)

Dimensionality reduction for time series data

no code implementations14 Jun 2014 Diego Vidaurre, Iead Rezek, Samuel L. Harrison, Stephen S. Smith, Mark Woolrich

Despite the fact that they do not consider the temporal nature of data, classic dimensionality reduction techniques, such as PCA, are widely applied to time series data.

Dimensionality Reduction EEG +3

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