Unbounded Output Networks for Classification

Stefan Elfwing, Eiji Uchibe, Kenji Doya

We proposed the expected energy-based restricted Boltzmann machine (EE-RBM) as a discriminative RBM method for classification. Two characteristics of the EE-RBM are that the output…