Statements (33)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:model
energy-based model probabilistic graphical model |
| gptkbp:activatedBy |
sigmoid
|
| gptkbp:application |
speech recognition
music modeling time-series analysis motion capture modeling |
| gptkbp:architecture |
bipartite graph
undirected graphical model |
| gptkbp:basedOn |
Boltzmann machine
|
| gptkbp:field |
gptkb:artificial_intelligence
gptkb:machine_learning |
| https://www.w3.org/2000/01/rdf-schema#label |
Conditional RBM
|
| gptkbp:input |
visible units
conditional variables |
| gptkbp:introduced |
gptkb:Geoffrey_Hinton
gptkb:Graham_Taylor |
| gptkbp:introducedIn |
2006
|
| gptkbp:output |
hidden units
|
| gptkbp:parameter |
weights
biases conditional weights |
| gptkbp:relatedTo |
gptkb:Recurrent_Neural_Network
gptkb:Deep_Belief_Network Boltzmann machine |
| gptkbp:trainer |
contrastive divergence
|
| gptkbp:usedFor |
sequence modeling
context-dependent data modeling modeling conditional distributions time-series prediction |
| gptkbp:bfsParent |
gptkb:Boltzmann_machine
|
| gptkbp:bfsLayer |
5
|