Restricted boltzmann machines as models of interacting variables
We study the type of distributions that restricted Boltzmann machines (RBMs) with different activation functions can express by investigating the effect of the activation function of the hidden nodes on the marginal distribution they impose on observed binary nodes. We report an exact expression for...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
MIT Press Journals
2021
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| Subjects: | |
| Online Access: | View Fulltext in Publisher |