1 code implementation • 14 Apr 2024 • Richard Csaky, Mats W. J. van Es, Oiwi Parker Jones, Mark Woolrich
We compare the performance of these deep learning models with standard linear autoregressive (AR) modelling on MEG data.
1 code implementation • 27 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.
no code implementations • 7 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.
no code implementations • 14 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.