Course detail

Neural Networks and Fuzzy Systems

FEKT-DQR3Acad. year: 2002/2003

Neural networks - principles, structures, signal processing, Hopfield networks, paradigms. Fuzzy systems - principles of fuzzy logic, fuzzy numbers, design of fuzzy systems. Cooperation of neural networks and fuzzy systems and their technical applications.

Language of instruction

Czech

Number of ECTS credits

4

Mode of study

Not applicable.

Department

Department of Radio Electronics (UREL)

Learning outcomes of the course unit

The students become familiar with the selected topics of neural networks and fuzzy systems.

Prerequisites

Not applicable.

Co-requisites

Not applicable.

Planned learning activities and teaching methods

Not applicable.

Assesment methods and criteria linked to learning outcomes

Not applicable.

Course curriculum

Not applicable.

Work placements

Not applicable.

Aims

The aim of the course is to make students familiar with the selected topics of neural networks and fuzzy systems.

Specification of controlled education, way of implementation and compensation for absences

Not applicable.

Recommended optional programme components

Not applicable.

Prerequisites and corequisites

Not applicable.

Basic literature

NOVÁK, M. Neuronové sítě a neuropočítače. Vydavatelství Výběr, Praha 1992
KOSKO, B. Neural Networks and Fuzzy Systems. Prentice-Hall, 1992
NOVÁK, V. Fuzzy množiny a jejich aplikace. Matematický seminř, SNTL Praha 1990

Recommended reading

Not applicable.

Classification of course in study plans

  • Programme Doctoral

    branch , any year of study, winter semester, compulsory

  • Programme EEKR-DP Doctoral

    branch DP-SEE , 1. year of study, winter semester, compulsory
    branch DP-MET , 1. year of study, winter semester, compulsory
    branch DP-BEB , 1. year of study, winter semester, compulsory

  • Programme EEKR-DK Doctoral

    branch DK-TEE , 1. year of study, winter semester, compulsory

  • Programme EEKR-DP Doctoral

    branch DP-EST , 1. year of study, winter semester, compulsory
    branch DP-TLI , 1. year of study, winter semester, compulsory

  • Programme EEKR-DK Doctoral

    branch DK-TLI , 1. year of study, winter semester, compulsory
    branch DK-SEE , 1. year of study, winter semester, compulsory
    branch DK-BEB , 1. year of study, winter semester, compulsory

  • Programme EEKR-DP Doctoral

    branch DP-KAM , 1. year of study, winter semester, compulsory

  • Programme EEKR-DK Doctoral

    branch DK-KAM , 1. year of study, winter semester, compulsory
    branch DK-EST , 1. year of study, winter semester, compulsory

  • Programme EEKR-DP Doctoral

    branch DP-TEE , 1. year of study, winter semester, compulsory

  • Programme EEKR-DK Doctoral

    branch DK-MET , 1. year of study, winter semester, compulsory

  • Programme EEKR-DP Doctoral

    branch DP-MET , 1. year of study, winter semester, compulsory
    branch DP-TEE , 1. year of study, winter semester, compulsory
    branch DP-TLI , 1. year of study, winter semester, compulsory
    branch DP-EST , 1. year of study, winter semester, compulsory
    branch DP-BEB , 1. year of study, winter semester, compulsory
    branch DP-SEE , 1. year of study, winter semester, compulsory
    branch DP-KAM , 1. year of study, winter semester, compulsory

  • Programme EEKR-DP Doctoral

    branch DP-SEE , 2. year of study, winter semester, compulsory

  • Programme EEKR-DP Doctoral

    branch DP-KAM , 2. year of study, winter semester, compulsory

  • Programme EEKR-DP Doctoral

    branch DP-BEB , 2. year of study, winter semester, compulsory

  • Programme EEKR-DK Doctoral

    branch DK-TEE , 2. year of study, winter semester, compulsory

  • Programme EEKR-DP Doctoral

    branch DP-EST , 2. year of study, winter semester, compulsory
    branch DP-TLI , 2. year of study, winter semester, compulsory

  • Programme EEKR-DK Doctoral

    branch DK-TLI , 2. year of study, winter semester, compulsory
    branch DK-SEE , 2. year of study, winter semester, compulsory
    branch DK-BEB , 2. year of study, winter semester, compulsory

  • Programme EEKR-DP Doctoral

    branch DP-KAM , 2. year of study, winter semester, compulsory

  • Programme EEKR-DK Doctoral

    branch DK-KAM , 2. year of study, winter semester, compulsory
    branch DK-EST , 2. year of study, winter semester, compulsory

  • Programme EEKR-DP Doctoral

    branch DP-TEE , 2. year of study, winter semester, compulsory

  • Programme EEKR-DK Doctoral

    branch DK-MET , 2. year of study, winter semester, compulsory

  • Programme EEKR-DP Doctoral

    branch DP-MET , 2. year of study, winter semester, compulsory
    branch DP-TEE , 2. year of study, winter semester, compulsory
    branch DP-TLI , 2. year of study, winter semester, compulsory
    branch DP-EST , 2. year of study, winter semester, compulsory
    branch DP-BEB , 2. year of study, winter semester, compulsory
    branch DP-SEE , 2. year of study, winter semester, compulsory

  • Programme EEKR-DP Doctoral

    branch DP-MET , 2. year of study, winter semester, compulsory
    branch DP-SEE , 3. year of study, winter semester, compulsory

  • Programme EEKR-DP Doctoral

    branch DP-KAM , 3. year of study, winter semester, compulsory

  • Programme EEKR-DP Doctoral

    branch DP-BEB , 3. year of study, winter semester, compulsory

  • Programme EEKR-DK Doctoral

    branch DK-TEE , 3. year of study, winter semester, compulsory

  • Programme EEKR-DP Doctoral

    branch DP-EST , 3. year of study, winter semester, compulsory
    branch DP-TLI , 3. year of study, winter semester, compulsory

  • Programme EEKR-DK Doctoral

    branch DK-TLI , 3. year of study, winter semester, compulsory
    branch DK-SEE , 3. year of study, winter semester, compulsory
    branch DK-BEB , 3. year of study, winter semester, compulsory

  • Programme EEKR-DP Doctoral

    branch DP-KAM , 3. year of study, winter semester, compulsory

  • Programme EEKR-DK Doctoral

    branch DK-KAM , 3. year of study, winter semester, compulsory
    branch DK-EST , 3. year of study, winter semester, compulsory

  • Programme EEKR-DP Doctoral

    branch DP-TEE , 3. year of study, winter semester, compulsory

  • Programme EEKR-DK Doctoral

    branch DK-MET , 3. year of study, winter semester, compulsory

  • Programme EEKR-DP Doctoral

    branch DP-MET , 3. year of study, winter semester, compulsory
    branch DP-TEE , 3. year of study, winter semester, compulsory
    branch DP-TLI , 3. year of study, winter semester, compulsory
    branch DP-EST , 3. year of study, winter semester, compulsory
    branch DP-BEB , 3. year of study, winter semester, compulsory
    branch DP-SEE , 3. year of study, winter semester, compulsory

  • Programme EEKR-DP Doctoral

    branch DP-MET , 3. year of study, winter semester, compulsory
    branch DP-SEE , 4. year of study, winter semester, compulsory

  • Programme EEKR-DP Doctoral

    branch DP-KAM , 4. year of study, winter semester, compulsory

  • Programme EEKR-DP Doctoral

    branch DP-BEB , 4. year of study, winter semester, compulsory

  • Programme EEKR-DK Doctoral

    branch DK-TEE , 4. year of study, winter semester, compulsory

  • Programme EEKR-DP Doctoral

    branch DP-EST , 4. year of study, winter semester, compulsory
    branch DP-TLI , 4. year of study, winter semester, compulsory

  • Programme EEKR-DK Doctoral

    branch DK-TLI , 4. year of study, winter semester, compulsory
    branch DK-SEE , 4. year of study, winter semester, compulsory
    branch DK-BEB , 4. year of study, winter semester, compulsory

  • Programme EEKR-DP Doctoral

    branch DP-KAM , 4. year of study, winter semester, compulsory

  • Programme EEKR-DK Doctoral

    branch DK-KAM , 4. year of study, winter semester, compulsory
    branch DK-EST , 4. year of study, winter semester, compulsory

  • Programme EEKR-DP Doctoral

    branch DP-TEE , 4. year of study, winter semester, compulsory

  • Programme EEKR-DK Doctoral

    branch DK-MET , 4. year of study, winter semester, compulsory

  • Programme EEKR-DP Doctoral

    branch DP-MET , 4. year of study, winter semester, compulsory
    branch DP-TEE , 4. year of study, winter semester, compulsory
    branch DP-TLI , 4. year of study, winter semester, compulsory
    branch DP-EST , 4. year of study, winter semester, compulsory
    branch DP-BEB , 4. year of study, winter semester, compulsory
    branch DP-SEE , 4. year of study, winter semester, compulsory

  • Programme EEKR-DP Doctoral

    branch DP-MET , 4. year of study, winter semester, compulsory
    branch DP-SEE , 5. year of study, winter semester, compulsory

  • Programme EEKR-DP Doctoral

    branch DP-KAM , 5. year of study, winter semester, compulsory

  • Programme EEKR-DP Doctoral

    branch DP-BEB , 5. year of study, winter semester, compulsory

  • Programme EEKR-DK Doctoral

    branch DK-TEE , 5. year of study, winter semester, compulsory

  • Programme EEKR-DP Doctoral

    branch DP-EST , 5. year of study, winter semester, compulsory
    branch DP-TLI , 5. year of study, winter semester, compulsory

  • Programme EEKR-DK Doctoral

    branch DK-TLI , 5. year of study, winter semester, compulsory
    branch DK-SEE , 5. year of study, winter semester, compulsory
    branch DK-BEB , 5. year of study, winter semester, compulsory

  • Programme EEKR-DP Doctoral

    branch DP-KAM , 5. year of study, winter semester, compulsory

  • Programme EEKR-DK Doctoral

    branch DK-KAM , 5. year of study, winter semester, compulsory
    branch DK-EST , 5. year of study, winter semester, compulsory

  • Programme EEKR-DP Doctoral

    branch DP-TEE , 5. year of study, winter semester, compulsory

  • Programme EEKR-DK Doctoral

    branch DK-MET , 5. year of study, winter semester, compulsory

  • Programme EEKR-DP Doctoral

    branch DP-MET , 5. year of study, winter semester, compulsory
    branch DP-TEE , 5. year of study, winter semester, compulsory
    branch DP-TLI , 5. year of study, winter semester, compulsory
    branch DP-EST , 5. year of study, winter semester, compulsory
    branch DP-BEB , 5. year of study, winter semester, compulsory
    branch DP-SEE , 5. year of study, winter semester, compulsory

  • Programme EEKR-DP Doctoral

    branch DP-MET , 5. year of study, winter semester, compulsory
    branch DP-SEE , 6. year of study, winter semester, compulsory

  • Programme EEKR-DK Doctoral

    branch DK-TEE , 6. year of study, winter semester, compulsory
    branch DK-TLI , 6. year of study, winter semester, compulsory
    branch DK-SEE , 6. year of study, winter semester, compulsory

  • Programme EEKR-DP Doctoral

    branch DP-SEE , 6. year of study, winter semester, compulsory

  • Programme EEKR-DK Doctoral

    branch DK-KAM , 6. year of study, winter semester, compulsory
    branch DK-EST , 6. year of study, winter semester, compulsory
    branch DK-MET , 6. year of study, winter semester, compulsory
    branch DK-BEB , 6. year of study, winter semester, compulsory

  • Programme EEKR-DP Doctoral

    branch DP-SEE , 7. year of study, winter semester, compulsory

  • Programme EEKR-DK Doctoral

    branch DK-TEE , 7. year of study, winter semester, compulsory
    branch DK-TLI , 7. year of study, winter semester, compulsory
    branch DK-SEE , 7. year of study, winter semester, compulsory

  • Programme EEKR-DP Doctoral

    branch DP-SEE , 7. year of study, winter semester, compulsory

  • Programme EEKR-DK Doctoral

    branch DK-KAM , 7. year of study, winter semester, compulsory
    branch DK-EST , 7. year of study, winter semester, compulsory
    branch DK-MET , 7. year of study, winter semester, compulsory
    branch DK-BEB , 7. year of study, winter semester, compulsory

Type of course unit

 

Lecture

39 hours, compulsory