Matt Might • 5/5/2023

Hello, Perceptron: An introduction to artificial neural networks

This article introduces artificial neural networks by starting with the perceptron, the simplest artificial neuron. It explains how a single perceptron can learn basic logical functions like AND, OR, and NOT, demonstrating its computational power. The article also covers the training algorithm and discusses the limitations of a single perceptron (e.g., with XOR), which motivates the development of multi-layer networks and modern AI.

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#Machine Learning #boolean logic #Neural Networks