One rule to learn them all? The logistic perceptron vs. Widrow-Hoff / Rescorla-Wagner

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Vsevolod Kapatsinski

Published: 03 Oct 2025, Last Modified: 13 Nov 2025CPL 2025 PosterEveryoneRevisionsBibTeXCC BY 4.0
Keywords: learning theory, perceptron, Rescorla-Wagner, error-driven learning, phonetics
TL;DR: Different learning rules are likely needed for continuous and categorical outcomes
Abstract: See attached pdf
Submission Number: 50