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Artificial Neural Network (ANN) Concepts - Coggle Diagram
Artificial Neural Network (ANN) Concepts
Types
Feedforward Networks
Single-layer Perceptron
Multilayer Perceptron (MLP)
Feedback Networks
Learning Process
General Paradigms
Associative Mapping
Regularity Detection
Categories of ANN's Learning Methods
Fixed Network
Adaptive Network
Supervised Learning
Unsupervised Learning
Transfer Function / Activation Function
Threshold
Sigmoid
Linear
ANN consists of:
Connected Neurons
Weights
Weighted Links
Hierarchy of Layers
Output Layer
Input Layer
Hidden Layer
To build an ANN, you need to decide...
on the no. of hidden layers
on the no. of neurons/nodes per layer
how to connect them to form a network
what algorithm to use