2 papers
q-bio.PE2024
Siamese networks for Poincaré embeddings and the reconstruction of evolutionary trees
Ciro Carvallo, Hernán Bocaccio, Gabriel B. Mindlin +1
We present a method for reconstructing evolutionary trees from high-dimensional data, with a specific application to bird song spectrograms. We address the challenge of inferring p…
nlin.AO2024
Reconstructing Attractors with Autoencoders
Facundo Fainstein, Gabriel B. Mindlin, Pablo Groisman
We show how to train an autoencoder to reconstruct an attractor from recorded footage, preserving the topology of the underlying phase space. This is explicitly demonstrated for th…