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A simple 3-layer perceptrons for solving the XOR problem

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mlp-xor

Introduction

In this project, a simple backprpagation neural network (BP network) is developed for solving the XOR problem. The XOR problem is a typical inseparable problem in the field of artificial neural network (ANN). It is the problem of implementing a neural network to predict the outputs of two binary inputs through an exclusive-or logic gates.

XOR problem: alt text

3-layer proceptron: alt text

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A simple 3-layer perceptrons for solving the XOR problem

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