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Image: Elementary perceptron

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Description: An elementary Rosenblatt's perceptron. A-units are linear threshold element with fixed input weights. R-unit is also a linear threshold element but with ability to learn according to Rosenblatt's learning rule. Redrawn from the original Rosenblatt's book [1] in [2].


↑ Rosenblatt, F. Principles of Neurodynamics: Perceptrons and the Theory of Brain Mechanisms; Spartan Books: Washington, DC, USA, 1962.

↑ (2022). "Rosenblatt’s First Theorem and Frugality of Deep Learning". Entropy 24 (11): 1635. DOI:10.3390/e24111635. PMID 21836771. PMC: 3152830.
Author: Kirdin A, Sidorov S, Zolotykh N, redrawn from the original Rosenblatt's book, Rosenblatt, F. Principles of Neurodynamics: Perceptrons and the Theory of Brain Mechanisms; Spartan Books: Washington, DC, USA, 1962.
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