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Concept map of Neural Networks (Artificial Neural Network (ANN) (Build ANN…
Concept map of Neural Networks
Neural Networks (NN)
Concept
Can adapt to changing conditions
Can learn on their own
Applications
Medical applications
Classifying electroencephalogram (EEG) signals
Detecting difficult types of cancer: molar pregnancy
Diagnosing dermatologic conditions
Financial applications
Currency prediction
Bankruptcy
Credit approval
Debt risk assessment
Artificial Neural Network (ANN)
Type of ANN
Feed forward networks
Backpropagation network
Feedback networks
Build ANN you need to decide
How to connect them to form a network?
What learning algorithm to use
How many neurons you need?
Then train the network
ANN consists of
Weighted links
Connected neurons
Hierarchy of layers
Weights