List of Experiments: Write a MATLAB program to generate a few activation functions that are being used in neural networks.
Generate ANDNOT function using McCulloch-Pitts neural net by a MATLAB program.
Generate XOR function using McCulloch-Pitts neuron by writing an M-file.
Write a MATLAB program for perceptron net for an AND function with bipolar inputs and targets.
Write a MATLAB program to recognize the number 0, 1, 2, 39. A 5 3 matrix forms the numbers. For any valid point it is taken as 1 and invalid point it is taken as 0. The net has to be trained to recognize all the numbers and when the test data is given, the network has to recognize the particular numbers.
With a suitable example demonstrate the perceptron learning law with its decision regions using MATLAB. Give the output in graphical form.
With a suitable example simulate the perceptron learning network and separate the boundaries. Plot the points assumed in the respective quadrants using different symbols for identification.
Develop a MATLAB program to perform adaptive prediction with adaline.
Write a M-file for adaptive system identification using adaline network.
Develop a MATLAB program for adaptive noise cancellation using adaline network.
Write an M–file to store the vectors (–1 –1 –1 –1 ) and ( –1 –1 1 1 ) in an auto associative net. Find the weight matrix. Test the net with (1 1 1 1) as input.
Write a program to Back Propagation Network for Data Compression.
