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John E. Hummel

3 papers hereh-index 00 citations2 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • last author1

Across the 2 of 3 papers where every author was matched, so the position is known.

fields
  • cs.AI2
  • cs.NE1
same name
  • John E. Hummel — 1 paper, h 0
  • John E. Hummel — 1 paper, h 4

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20182025
most citedA Theory of Relation Learning and Cross-domain Generalization

24 citations · 48 across the 3 of their papers we have counts for

collaborators

3 papers

cs.NE2025

From Basic Affordances to Symbolic Thought: A Computational Phylogenesis of Biological Intelligence

John E. Hummel, Rachel F. Heaton

What is it about human brains that allows us to reason symbolically whereas most other animals cannot? There is evidence that dynamic binding, the ability to combine neurons into g…

cs.AI2019★ 24 cited

A Theory of Relation Learning and Cross-domain Generalization

Leonidas A. A. Doumas, Guillermo Puebla, Andrea E. Martin +1

People readily generalize knowledge to novel domains and stimuli. We present a theory, instantiated in a computational model, based on the idea that cross-domain generalization in…

cs.AI2018★ 24 cited

Human-like generalization in a machine through predicate learning

Leonidas A. A. Doumas, Guillermo Puebla, Andrea E. Martin

Humans readily generalize, applying prior knowledge to novel situations and stimuli. Advances in machine learning and artificial intelligence have begun to approximate and even sur…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.