MATLAB/SIMULINK Toolboxes and Demos

Roger Jang (±i´¼¬P)

Here are some toolboxes that I wrote for research purpose for MIR Lab at CSIE Department of National Taiwan University. Feel free to let me know if you have any problems using the toolboxes.

In the following, I have also listed some MATLAB demos that I wrote for the classes I teach, including Audo Signal Processing and Recognition, 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
CSIE Dept., National Taiwan Univ.

Toolboxes for MIR Lab

• Utility Toolbox
• Machine Learning Toolbox
  Demos:
  • Taylor expansion (taylorExpansionDemo.m)
  • Gradient descent (gradientDescentDemo.m)
  • Perceptron training (perceptronDemo.m)
  • Face recognition (faceRecogDemo.m)
• SAP (Speech and Audio Processing) Toolbox
  Demos:
  • goPtByAcf
  • goPtByAcf2
• ASR (Automatic Speech Recognition) Toolbox
  • goDemoVc
  • goDemoSa

List of MATLAB/SIMULINK Demos

• List of MATLAB demos at the MathWorks
• List of MATLAB 4 demos (my collection long time ago!)
• Current demo collections:
  • lorenz
  • truss
  • knot
  • graf3d
  • cplxdemo
  • vibes
  • slcp
  • sltbu
  • slbb

• 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
• Multilayer perceptron (MLP) with hyperbolic tangent activation functions: tanmlp.m (and its implementation details)
• Radial basis function network (RBFN) with a Gaussian hidden layer: rbfn.m (and its implementation details)

• 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

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

Other Demos, Fun Stuff, and Utility Functions

• Animation for sorting algorithms:
  • Bubble sort: bubble.m and switbar.m
  • Insertion sort: insert.m and switbar.m
• Fun stuff:
  • LSR plots: lsr.m
  • Spiral plots: spiral.m