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Artificial Intelligence Lab


Pdf Specs


Artificial Intelligence Simulation Trainer


1 Implement simple logic network using MP Neuron model ANN100
2 Implement a simple linear regressor with a single neuron model
3 Implement and test MLP trained with back propagation algorithm
4 Implement and test RBF network
5 Implement SOFM for character recognition
6 Implement fuzzy membership functions (triangular, trapezoidal, gbell, PI, Gamma, Gaussian)
7 Implement defuzzyfication (Max-membership principle, Centroid method, Weighted average method)
8 Implement FIS with Mamdaniinferencing mechanism
9 A small project: may include classification or regression problem , using any soft computing technique studied earlier


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