no code implementations • 23 Jul 2020 • Ferran Mazzanti, Enrique Romero
Probabilistic models based on Restricted Boltzmann Machines (RBMs) imply the evaluation of normalized Boltzmann factors, which in turn require from the evaluation of the partition function Z.
1 code implementation • 5 Jun 2019 • David Calhas, Enrique Romero, Rui Henriques
The increasing access to brain signal data using electroencephalography creates new opportunities to study electrophysiological brain activity and perform ambulatory diagnoses of neuronal diseases.
no code implementations • 20 Dec 2013 • David Buchaca, Enrique Romero, Ferran Mazzanti, Jordi Delgado
Restricted Boltzmann Machines (RBMs) are general unsupervised learning devices to ascertain generative models of data distributions.