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MaxPooling2D Layer

Layer AIO:MaxPooling2DLayer NOT_REVIEWED
A pooling layer that performs max pooling operation for spatial data.
Ontology IRI: https://w3id.org/aio/MaxPooling2DLayer

Ontology Structure & Relationships

Parent Classes
Branches
Layer

Annotations & Sources

Synonyms:
  • MaxPool2D exact
  • MaxPooling2D exact
Definition Sources:
Subsets:
  • https://w3id.org/aio/LayerSubset

Curated AIMech Concepts Grounded to this Class

1 Concept
Curated Concept Kind Mapping Relation Rationale
Stochastic Pooling
AIMech:StochasticPooling
 Layers & Modules related_match Both select a regional activation and route a gradient through a selected location, but stochastic pooling samples from activation-dependent probabilities rather than always selecting the largest value.

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/MaxPooling2DLayer.yaml