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Archived Curricula Guide 2011–2012
Curricula Guide is archieved. Please refer to current Curricula Guides
TKOPS115 Neurocomputing 6 ECTS
Organised by
Computer Science
Preceding studies
Compulsory:
Basic studies in Mathematics.

Learning outcomes

The course introduces the basic methods of neurocomputing and their applications in different problems.

Contents

Methods of neurocomputing and algorithms in conjunction with networks with forward and backward input are examined. Topics include also the supervised and unsupervised learning of neural networks. The examined methods are discussed in the context of application examples such as making various inferences.

Teaching methods

Teaching method Contact Online
Lectures 24 h 0 h
Exercises 12 h 0 h

Teaching language

Finnish

Modes of study

Written examination and active participation in exercises.

Evaluation

Numeric 1-5.

Recommended year of study

Advanced studies, 3rd year, spring semester or later.
The course is not lectured every year.

Study materials

Haykin S., Neural Networks: A Comprehensive Foundation, 2. edition, Prentice Hall, 1999.

Study Modules taught in English
  • General Studies (MSc programmes given in English)
    • Study Modules taught in Finnish
  • General studies (B.Sc. programmes)
  • Vapaasti valittavat opinnot
    • Finnish Study Modules
    Study Modules taught in Finnish
  • Language and communication studies
    • Other Studies
    Study Modules taught in English
  • Language and Communication Studies (MSc programmes given in English)
    • Information Studies and Interactive Media
    Degree Programmes taught in Finnish
  • Information Studies and Interactive Media: B. Sc.
  • Information Studies and Interactive Media: M. Sc.
  • M.Sc. Program in Records and Archives Management
  • M.Sc. Program in Interactive Media
  • Master's Program in Databases and Information Retrieval
  • Master's Programme in Records and Archives Management
    • Study Modules taught in Finnish
  • Study modules for minor subject students
    • Mathematics
    Degree Programmes taught in Finnish
  • Mathematics: B.Sc.
  • Mathematics: M.Sc.
    • Study Modules taught in Finnish
  • Basic Studies in Didactic Mathematics
  • Basic and Intermediate Studies in Didactic Mathematics
  • Qualification Module for Teacher's Pedagogic Studies
  • Other Courses in Mathematics
  • Study modules for minor subject students
    • Statistics
    Degree Programmes taught in Finnish
  • Statistics: B.Sc.
  • Statistics: M.Sc.
    • Study Modules taught in Finnish
  • Other Courses in Statistics
  • Study modules for minor subject students
    • Computer Science/Interactive Technology
    Study Modules taught in English
  • Complementing studies
    • Study Modules taught in Finnish
  • Study modules for minor subject students
  • Course Descriptions
    • Computer Science
    Degree Programmes taught in English
  • Master's Degree Programme in Software Development
    • Degree Programmes taught in Finnish
  • Computer Science: B.Sc.
  • Computer Science: M.Sc.
    • Interactive Technology
    Degree Programmes taught in English
  • Master's Degree Programme in User Interface Software Development
  • Master's Degree Programme in Interactive Technology
    • Degree Programmes taught in Finnish
  • Interactive Technology: B.Sc.
  • Interactive Technology: M.Sc.