Dynamics of Neural Systems Lab
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- cdc-fm Public
A flow matching model that uses data-driven geometric noise to improve the quality-generalisation tradeoff and to reduce memorisation.
Dynamics-of-Neural-Systems-Lab/cdc-fm’s past year of commit activity - MARBLE Public
Package for the data-driven representation of non-linear dynamics over manifolds based on a statistical distribution of local phase portrait features. Includes specific example on dynamical systems, synthetic- and real neural datasets.
Dynamics-of-Neural-Systems-Lab/MARBLE’s past year of commit activity - RVGP Public
A generalised Gaussian process method for learning vector fields over non-Euclidean domains. Particularly useful for EEG data analysis and to regularise vector fields using global structures.
Dynamics-of-Neural-Systems-Lab/RVGP’s past year of commit activity - BCI_hackathon Public
Dynamics-of-Neural-Systems-Lab/BCI_hackathon’s past year of commit activity
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