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Artificial Neural Networks
What is Neural Network ? ,[object Object],[object Object],[object Object]
Demonstration ,[object Object]
Neural Network Structure ,[object Object],[object Object],[object Object],[object Object],[object Object],w 1 w 2 w n : Σ F(net) Input Output
[object Object],[object Object]
[object Object],[object Object],[object Object]
Why do we use Neural Networks? ,[object Object],[object Object],[object Object],[object Object]
Advantages of ANN ,[object Object],[object Object],[object Object],[object Object]
Disadvantages of ANN ,[object Object],[object Object],[object Object]
How do Neural Networks Work? Input Output ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Mathematical Model ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Contd… ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Contd… ,[object Object],[object Object],[object Object],[object Object]
Contd… Mathematically, this process is described in this figure
Activation Functions ,[object Object],[object Object]
Contd… ,[object Object]
Contd… ,[object Object]
Training of Artificial Neural Networks ,[object Object],[object Object],[object Object]
Paradigms of Learning ,[object Object],[object Object],[object Object]
[object Object],[object Object]
Contd… ,[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object]
Modifying patterns of connectivity ,[object Object],[object Object],[object Object],[object Object]
Contd… ,[object Object],[object Object],[object Object]
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