Output Layer
Layer AIO:OutputLayer NOT_REVIEWED
A layer containing the last neurons in the network that produces given outputs for the program.
Ontology IRI:
https://w3id.org/aio/OutputLayer
Ontology Structure & Relationships
Parent Classes
Branches
Annotations & Sources
Definition Sources:
Subsets:
https://w3id.org/aio/LayerSubset
Curated AIMech Concepts Grounded to this Class
1 Concept| Curated Concept | Kind | Mapping Relation | Rationale |
|---|---|---|---|
Hierarchical softmax
AIMech:HierarchicalSoftmax |
Layers & Modules | broad_match | The primary hierarchical-softmax description explicitly represents the neural output through a word tree. OutputLayer is broader than this particular probability-producing component. The SoftmaxLayer target specifically applies the flat softmax function to its inputs and is not asserted equivalent or broader merely because the names overlap. HierarchicalLanguageModel is a complete model of multilevel representations, while this component does not specify its surrounding language architecture. |
Import Provenance & Upstream Synchronization
Source Repo: AIO GitHub
Release Version:
aio.jsonCommit:
397851c547…License: CC-BY-4.0
Imported At: 2026-10-10T07:34:10Z
SHA256:
8f741d71408c…
Source File:
data/aio/OutputLayer.yaml