April 2018
Beginner to intermediate
500 pages
11h 26m
English
book
Hands-On Machine Learning on Google Cloud Platform
by Giuseppe Ciaburro, V Kishore Ayyadevara, Alexis Perrier, Bryan Fry, Antonio Gulli
Content preview from Hands-On Machine Learning on Google Cloud Platform
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Boltzmann machine architecture
Boltzmann machine architecture is based on input, output, and hidden nodes. The connection weights are symmetrical:
Based on this assumption, Boltzmann machines are highly recurrent, and this recurrence eliminates any basic difference between input and output nodes, which can be considered as input or output when needed. The Boltzmann machine is a network of units with an energy defined for the overall network. Its units produce binary results ((1,0) values). Outputs are computed probabilistically, and depend upon the temperature variable T.
The consensus function of the Boltzmann machine is given by the following ...
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