Sovellusohjelmointi MatLab-ympäristössä 2002/
Application Programming in MatLab Environment 2002:

Ilmoittautuminen/Registration: Kotka-sivusto/Eagle-pages
Lecture material:
  • slide1.pdf
  • main11.m fun1.m main12.m main13.m repmat_own.m
  • slide2.pdf
  • main21.m main22.m
  • slide3.pdf
  • main31.m main32.m main33.m grad_method.m fd_grad.m exafun.m
  • slide4.pdf
  • rosenbrock_test.m rosenbrock.m rosenbrock_c.c
  • slide5.pdf
  • main51.m main52.m main53.m
  • slide6.pdf
  • main61.m
  • slide7.pdf

    Exercises...

  • exer12.pdf
  • exer34.pdf
  • exer56.pdf
  • exer78.pdf
  • exer910.pdf
  • exer1112.pdf
  • exer1314.pdf
    ... and their solutions:
  • Erkki's page (contains also the link to Helpdesk Web-version)
    NOTE: Remember to change your home directory from the disk U into Terra.
    Otherwise the Linux-window from Windows will not work and we will need that with APIs after a few weeks.

    Seminar work:

  • Instructions: semwork.pdf

    Additional reading: an MLP-report (in English):

  • n_net_report.ps n_net_report.pdf

    Finally, a few (hopefully useful) links:
    Mathworks homepage
    Neural Computation (the most distinguished journal for neural networks)
    UCI Machine Learning Database
    The Delve datasets
    Decision tree for optimization software
    A course on neural networks by Genevieve Orr
    Another course on neural networks with Matlab
    Backpropagator's review by Donald R. Tveter
    Neuronet
    One list of journals about neural networks
    Econometrics Toolbox for MatLab by James P. LeSage (especially due to some interesting links)
    Hybridization of MLP and RBF
    Short summary of some basic stuff about MLP
    Some tutorials on computational data analysis
    A(nother) good source of information about computational intelligence
    About neural networks and speech recognition
    About neural networks and noise reduction
    Clustering with Matlab by David Corney
    About architecture selection of neural networks using evolutionary algorithms
    Electronic Statistics Textbook