Soft-Deep Boltzmann Machines

Preprint English OPEN
Kiwaki, Taichi;
(2015)
  • Subject: Statistics - Machine Learning | Computer Science - Neural and Evolutionary Computing | Computer Science - Learning

We present a layered Boltzmann machine (BM) that can better exploit the advantages of a distributed representation. It is widely believed that deep BMs (DBMs) have far greater representational power than its shallow counterpart, restricted Boltzmann machines (RBMs). How... View more
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