Bachelors/Undergraduate Neural Networks Handwritten Notes resources

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Bachelors/Undergraduate Neural Networks Handwritten Notes resources

By Artificial Intelligence
Implementation of XOR Gate using Neural Network image

This hand-written document implements the XOR gate using Neural Network. It shows all calculations step-by-step.

By Pratit Kandel
Associative memory in Neural network image

This note sheds light on the concept of associative memory in the neural network and its types. Additionally, the ideas of Hopfield Network (HN) and Bi-directional Associative Memory (BAM) along with their training...

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By Artificial Intelligence
K-Nearest Neighbour (KNN) Algorithm with Example image

This hand-written well-organized document teaches the K-Nearest Neighbour (KNN) Algorithm with Example.

By Artificial Intelligence
K-Means Algorithm with multiple examples (1D and 2D Data) image

This hand-written well-organized document explains clustering and K-Means algorithms with multiple examples of 1-D data (set of values) and 2-D data (table of values).

By Artificial Intelligence
Decision Tree Example (Tennis Example) image

This hand-written well-organized document teaches the decision tree by example. It takes a small dataset and generates decision tree by calculating entropy, information gain and gain. The algorithm is implmeneted...

By Artificial Intelligence
Decision Tree Example (Profit Example) image

This hand-written well-organized document teaches the decision tree by example. It takes a small dataset and generates decision tree by calculating entropy, information gain and gain. The algorithm is implmeneted...

By Artificial Intelligence
Back Propagation in Multi Layer Perceptron image

This hand-written document explains Back Propagation in Multi Layer Perceptron using an example neural network.