Decreasing the size of the Restricted Boltzmann machine
2018-07-09Code Available0· sign in to hype
Yohei Saito, Takuya Kato
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- github.com/snsiorssb/RBMOfficialIn papernone★ 0
Abstract
We propose a method to decrease the number of hidden units of the restricted Boltzmann machine while avoiding decrease of the performance measured by the Kullback-Leibler divergence. Then, we demonstrate our algorithm by using numerical simulations.