References

Perceptrons: An Introduction to Computational Geometry

Marvin Minsky & Seymour Papert (1969)

MIT Press.

URL: https://archive.org/details/perceptronsintro00mins

Abstract. A rigorous mathematical analysis of the single-layer perceptron showing it cannot compute XOR or any non-linearly-separable function. The book contributed to the first AI winter and catalysed decades of debate about the limits of neural computation.

Tags: history neural-networks perceptron url-only

This site is currently in Beta. Contact: Chris Paton

Textbook of Usability · Textbook of Digital Health

Auckland Maths and Science Tutoring

AI tools used: Claude (research, coding, text), ChatGPT (diagrams, images), Grammarly (editing).