Home / AIO Classes / Network / Deep Belief Network

Deep Belief Network

Network AIO:DeepBeliefNetwork NOT_REVIEWED

An unsupervised pretrained network composed of multiple layers of latent variables that learns to probabilistically reconstruct inputs and perform classification.

Ontology IRI: https://w3id.org/aio/DeepBeliefNetwork

Ontology Structure & Relationships

Parent Classes

AIO:UnsupervisedPretrainedNetwork (Unsupervised Pretrained Network)

Branches

Network

Axiomatic Relationships

BFO:0000051 → AIO:BackfedInputLayer (Backfed Input Layer)
BFO:0000051 → AIO:MatchedInputOutputLayer (Matched Input-Output Layer)
BFO:0000051 → AIO:ProbabilisticHiddenLayer (Probabilistic Hidden Layer)

Annotations & Sources

Synonyms:

DBN exact

Definition Sources:

https://en.wikipedia.org/wiki/Deep_belief_network

Subsets:

https://w3id.org/aio/NetworkSubset

Import Provenance & Upstream Synchronization

Source Repo: AIO GitHub

Release Version: aio.json

Commit: 397851c547…

License: CC-BY-4.0

Imported At: 2026-10-10T07:34:10Z

SHA256: 8f741d71408c…

Source File: data/aio/DeepBeliefNetwork.yaml