Example Based Hebbian Learning may be sufficient to support Human Intelligence

Abstract excerpt

In this hypothesis paper we argue that when driven by example behavior, a simple Hebbian learning mechanism can form the core of a computational theory of learning that can support both low level learning and the development of human level intelligence. We show that when driven by example behavior Hebbian learning rules can support semantic, episodic and procedural memory. For humans, we hypothesize that the abili...

Topics

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• Adaptation, Biological
• Adaptation, Physiological
• Behavior, Animal
• Biological Evolution
• Genetic Variation
• Insecta
• Learning
• Memory

Identifiers and source

Literature Corpus work

4dd0426b-f755-5ecd-8d5c-b1c9155b6402

DOI

10.1101/758375