Artificial Neural Networks, Realization and Applications
Code | Completion | Credits | Range | Language |
---|---|---|---|---|
20Y2UA | KZ | 2 | 2P+0C | Czech |
- Garant předmětu:
- Lecturer:
- Tutor:
- Supervisor:
- Department of Transport Telematics
- Synopsis:
-
History of neural networks. Basic principles. Comparing the structure of a natural and an artificial neuron. Neural classificators, predictors, compresors, expanders and other specialised functional blocs and systems. Modelling of neurons. Grossberg's equations. Learning principles. Leyered and Hopfield's nets.
- Requirements:
-
Basic knowledge of mathematics.
- Syllabus of lectures:
- Syllabus of tutorials:
- Study Objective:
-
Basic knowledge in the field of neural networks, their structures, trainning and application. Information and control tasks in transportation and other areas based on neural networks.
- Study materials:
-
Novák M., Kufufaki O., Moos P., Musílek P., Pelikán E., Šebesta V.: Umělé neuronové sítě, teorie a aplikace, Praha, C. H. Beck, 1998
Gupta, M. M.: Static and Dynamic Neural Network, Wiley & Sons, New Jersey, Canada, ISBN 0-471-21948-7, 2003
- Note:
- Further information:
- No time-table has been prepared for this course
- The course is a part of the following study plans:
-
- BI nav.prez.11/12 (compulsory elective course)
- ID nav.prez.11/12 (compulsory elective course)
- ME nav.prez.11/12 (compulsory elective course)
- PL nav.prez.11/12 (compulsory elective course)
- TR nav.prez.11/12 (compulsory elective course)
- BI nav.prez.12/13 (compulsory elective course)
- DS nav.prez.12/13 (compulsory elective course)
- BD nav.prez.12/13 (compulsory elective course)
- ID nav.prez.12/13 (compulsory elective course)
- LO nav.prez.12/13 (compulsory elective course)
- PL nav.prez.12/13 (compulsory elective course)
- TR nav.prez.12/13 (compulsory elective course)
- DS nav.prez.13/14 (compulsory elective course)
- BD nav.prez.13/14 (compulsory elective course)
- ID nav.prez.13/14 (compulsory elective course)
- LO nav.prez.13/14 (compulsory elective course)
- PL nav.prez.13/14 (compulsory elective course)
- TR nav.prez.13/14 (compulsory elective course)
- DS nav.prez.14/15 (compulsory elective course)
- PL nav.prez.14/15 (compulsory elective course)
- BD nav.prez.14/15 (compulsory elective course)
- LO nav.prez.14/15 (compulsory elective course)
- DS nav.prez.15/16 (compulsory elective course)
- LA nav.prez.15/16 (compulsory elective course)
- PL nav.prez.15/16 (compulsory elective course)
- DS nav.prez.16/17 (compulsory elective course)
- LA nav.prez.16/17 (compulsory elective course)
- PL nav.prez.16/17 (compulsory elective course)
- DS nav.prez.17/18 (compulsory elective course)
- LA nav.prez.17/18 (compulsory elective course)
- PL nav.prez.17/18 (compulsory elective course)
- DS nav.prez.18/19 (compulsory elective course)
- LA nav.prez.18/19 (compulsory elective course)
- PL nav.prez.18/19 (compulsory elective course)
- DS nav.prez.19/20 (pro obor DS) (compulsory elective course)
- LA nav.prez.19/20 (pro obor LA) (compulsory elective course)
- PL nav.prez.19/20 (compulsory elective course)
- navaz. mag. PRE program DS 20/21 (program DS, ne obor) (compulsory elective course)
- navaz. mag. PRE program LA 20/21 (nová akreditace) (compulsory elective course)
- PL nav.prez.20/21 (pro obor PL) (compulsory elective course)