Recurrent Exponential-Family Harmoniums without Backprop-Through-Time

Autor: Sabes, Philip, Makin, JG, Dichter, BK, Sabes, PN
Jazyk: angličtina
Rok vydání: 2017
Předmět:
Zdroj: Sabes, Philip; Makin, JG; Dichter, BK; & Sabes, PN. (2017). Recurrent Exponential-Family Harmoniums without Backprop-Through-Time. UC San Francisco: Retrieved from: http://www.escholarship.org/uc/item/3qr438x8
Popis: Exponential-family harmoniums (EFHs), which extend restricted Boltzmannmachines (RBMs) from Bernoulli random variables to other exponential families(Welling et al., 2005), are generative models that can be trained withunsupervised-learning techniques, like
Databáze: OpenAIRE