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WIA1003 ANN (Transfer fx (Sigmoid (1 / ( 1 + e ^-a)), Threshold,…
WIA1003
ANN
Transfer fx
Threshold
Piecewise
Sigmoid
1 / ( 1 + e ^-a)
Architecture
Single layer FF
Multi FF
Recurrent
++ sequential info
PE
Input, Output
Weighted Sum
Transfer fx
Advantage
Fast
Robust
Flexible
Learning
Compare output
Compare out -> desired target
Adjust weights, repeat process
Structure
Input
Hidden
Output