Characterizing Neural Manifolds' Properties and Curvatures using Normalizing Flows

Peter Bouss, Sandra Nestler, Kirsten Fischer +3

Neuronal activity is found to lie on low-dimensional manifolds embedded within the high-dimensional neuron space. Variants of principal component analysis are frequently employed t…