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Dec 28, 2017 · Artificial Intelligence

Designing MLPs for XOR and Any Boolean Function: Layers and Node Requirements

This article explains how to construct a multi‑layer perceptron that implements XOR and arbitrary n‑bit Boolean functions, detailing the hidden‑node count for single‑ and multi‑layer designs and the minimal number of network layers needed.