KURSSI POISTUNUT OPETUSOHJELMASTA!!!
Kurssi luennoitiin viimeisen kerran keväällä 2007.
Viimeinen tentti keväällä 2008. Korvaava kurssi - eri sisällöllä -
on T-61.3050 Machine Learning: Basic Principles.
The course was lectured last time in Spring 2007.
The last exam in Spring 2008.
Replacing course (with different contents)
is T-61.3050 Machine Learning: Basic Principles.
In spring 2007, the course is lectured on period IV Tuesdays 12 -
and Wednesdays 12 - 14 o'clock
in the lecture
. The first lecture is 13th March. The course will be
lectured by docent Kimmo
and DSc Markus
. Lecturers can be reached during lectures, or in the Lab
of Computer and Information Science, room B305.
The course assistant is Dipl.Eng. Matti Pöllä
room B332. The exercises are on Thursdays
and Fridays 10-12 o'clock
in the lecture room
. The first exercises are on 15th March.
The course is based on the book
S. Haykin: "Neural Networks - a Comprehensive Foundation", 2nd edition,
Only Chapters 1-5 and 9 of the
book are discussed in this course. Master copies of these chapters are
available in the office of the Lab of Computer and Information Science
(secretary Tarja Pihamaa) for copying them on your own response.
The problems and their solutions are available
in copied course material. These materials are in English, but lectures
and exercises are presented in Finnish.
The course includes also a project work. Project
work assistant is Dipl.Eng. Matti
, room B330, Computer Science house, tel. 451 5276. The
project work deadline is 31st May 2007.
For getting the credit points,
both your examination and project work must have been accepted. The
next examination of this course will be on Thursday 30th August 2007,
, in lecture room T1
The course covers the following topics:
- Introduction to neural computing (Chapter 1);
- Overview of principles and methods of neural computing (Ch. 2);
- Single-layer networks and their learning rules (Ch. 3);
- Multilayer perceptron network and back-propagation learning (Ch. 4);
- Radial basis function networks (Chapter 5);
- The self-organizing map and learning vector quantization (Ch. 9)
A detailed list of exam requirements
on a separate page.
As well as the lecture schedule of the
, which will be updated as course goes on.
Notice board of the course is in the third floor of
the Computer Science Building. Additionally, notices are
given on lectures and exercises, in the newsgroup
and on the web page of the course
Exercise problems, spring 2005
Topics and instructions
Page maintained by kimmo.raivio (at) tkk.fi,
last updated Tuesday, 19-Aug-2008 10:51:03 EEST