Labs
Labs should be done in teams of 2-3 persons.
You should complete 4 labs. You may for three of
the labs do them either in Matlab or in Python (lab 2 only exists in
Matlab). The labs are not identical but cover pretty much the same content.
Labs in Python and Matlab
- Lab 1, in Matlab
- Framåtkopplade nätverk - Deltaregeln och
Backpropagation (swedish version)
- Forward networks - Delta rule and
Backpropagation (english version)
- Lab 1, in Python
- Forward networks - Backpropagation
- Help file (in py-format)
- Lab 2, in Matlab
- Competitive learning. Coding with radial basis functions
- New help files (in TAR-format)
- New help files (in zip-format)
- Old help files (in TAR-format, only compatible
with SUN-machines in lab halls )
- Lab 3, in Matlab
- Self organizing feature maps
- Help files (in TAR-format)
- Lab 3, in Python
- Self organizing feature maps
- Help files (in py-format)
- Help files (in py-format)
- Help files (in py-format)
- Help files (in py-format)
- Lab 4, in Matlab
- Hopfield networks
- Help files (in TAR-format)
- Lab 4, in Python
- Hopfield networks
- Help files (in py-format)
- Help files (in py-format)