A novel method for factorizing complex cellular trajectories into interpretable bifurcation processes enhances the understanding of cell fate determination through the identification of key biological determinants in scRNA-seq data.
Sean M Perkins, Elom A Amematsro ... Mark M Churchland
Neural activity in motor cortex displays unexpected properties, making it possible to accurately decode behavior using a straightforward and interpretable approach.
Christine Ahrends, Mark W Woolrich, Diego Vidaurre
The HMM-Fisher kernel approach leverages individual signatures of brain dynamics for prediction, which can be used, for example, to search for brain dynamics-informed biomarkers of neuropsychiatric disease or predict treatment response.
