Back to search

Article

Non-Human Models of Semantic Categorisation

2025-08-04

Abstract excerpt

<p>Semantic categorisation – the grouping of entities by meaning – is a foundational cognitive process for both biological and artificial intelligences. This essay surveys how categorisation operates in non-human systems: from its evolutionary origins and neural basis in animals, through its treatment in symbolic and connectionist AI, to its emergence in modern deep learning, particularly transformer-based languag...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work
fccb4047-80b2-5e2d-a7c1-23e84e0514a7
DOI
10.31234/osf.io/xauhj_v1
Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest
Interactive article relationship graphSelect a related publication card to move it into the centre and load its closest explainable connections. Solid lines are source-backed structured connections. Dashed lines are semantic discovery signals and are not scientific evidence.
Non-Human Models of Semantic CategorisationDOI 10.31234/osf.io/xauhj_v1
Select a neighboring publication to make it the new centre.