7. Neural Network and Multi layer Perceptron

Lecture 19 Introduction to Neural Network

Discussion Content : Similarity with Biological Neurons, Single Layer Perceptron, Classification of Linearly separable logic functions (AND, OR) with Single Layer Neural Networks

Content File : https://drive.google.com/file/d/1dO4y...

Lecture 20 Neural Network II

Discussion Content : Feed-forward Neural Networks, Multi-layer Perceptron, Classification of Non-linearly separable logic functions (XOR)

Content File : https://drive.google.com/file/d/1ds-F...

Lecture 21 Multilayer Perceptron

Discussion Content : Multi-layer Perceptron, Error Function / Loss Function, Gradient Decent

Content File : https://drive.google.com/file/d/1n4xo...

Lecture 22 Multilayer Perceptron II

Discussion Content : Error estimation in Single Layer Multiple Output Content File : https://drive.google.com/file/d/1s8Tu...

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