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Posted By Admin @ Feb 28, 2022

Tittle: Assignment on MNIST with Multi-Layer Perception

Type: Assignment

Subject: Engineering




Table of Contents

1). Introduction 3

MNIST; what its contents what relevant size characteristics 3

MNIST is more challenging than Iris dataset 4

Discuss key algorithm performances 5

2). Multi-layer perceptron and the backpropagation training algorithm in Matlab 6

Build your code up systematically 7

Live-demo a MLP successfully learning XOR 8

3). Matlab that evaluates classification error rate for MLP on MNIST dataset 9

Without a full back-propagation implementation as long as the forward propagation and the learning of the output layer works, 9

4). Features of MLP or experiment 9

5). Conclusion 9

References 10