Here are some MATLAB demos that I wrote for the classes I teach, including Artificial Neural Networks, Fuzzy Set Theory and Applications, Numerical Methods, and C Programming Language. Most of the demo are interactive, so you can play around to get ideas of how things work. Any comments and suggestions are highly welcome.

J.-S. Roger Jang
CS Dept., Tsing Hua Univ.
Taiwan

Artificial Neural Networks and Fuzzy Logic:

• Taylor series expansion (and polynomial interpolation): taylor.m
• Steepest descent demo: sddemo.m
• Perceptron demo of gender classification: percepdm.m
• MLP demo for curve fitting: mlpdm1.m
• MLP demo for XOR problem: mlpdm2.m
• RBFN demo for curve fitting: rbfndm1.m
• SIMULINK demos for recurisve least-squares estimators: rlse.exe

Numerical Method:

• Row-reduced echelon form: rrefdm.m
• Eigenvalues and eigenvectors: transdm.m
• Jacobi-Gauss iteration for linear equations: iter.m
• Polynomial interpolation (and Taylor series expansion): taylor.m
• Bilinear interpolation: interp4p.m
• Transfinite interpolation: interp4s.m

C Programming Language

• Eight-queen problem: queen.m and update8q.m