ACADEMIC WEBSITE - ADRIAN HORZYK, PhD, DSc., PROF. AGH
AGH University of Science and Technology in Cracow, Poland
Faculty of Electrical Engineering, Automatics, Computer Science and Biomedical Engineering
Department of Biocybernetics and Biomedical Engineering
Field of Biocybernetics, Cognitivistics and Artificial Intelligence
is already runing, but some topics are still under construction and will be available later at this term.
This course is provided by two lecturers beside me: dr inż. Marta Kraszewska. It includes 14 lectures and 14 project classes.
What is this course about?
This course is intended to give students a fundamental overview and knowledge about popular solutions and neural network models as well as learning strategies. During the course we will deal with the popular models and computational methods using neural networks. We will also tackle with sample CI and AI problems.
Lectures will be supplemented by project classes during which you will train and adapt the solution learned during the lectures on selected data.
Maybe you would like to take part in IT competitions (e.g. Kaggle) and win a lot of money?!
Presentations of the Final Projects (during the last classes in the semester, i.e. on the 11th of June):
on Tuesdays from 10:30 to 12:00 in C3 201a
How this course will be graded?
Detailed information will be presented at the beginning of this course by dr inż. Marta Kraszewska.
Horzyk, A., Human-Like Knowledge Engineering, Generalization and Creativity in Artificial Neural Associative Systems, Springer Verlag, AISC 11156, ISSN 2194-5357, ISBN 978-3-319-19089-1, ISBN 978-3-319-19090-7 (eBook), DOI 10.1007/978-3-319-19090-7, Springer, Switzerland, 2016, pp. 39-51.
Horzyk, A., Innovative types and abilities of neural networks based on associative mechanisms and a new associative model of neurons – the invited talk and paper at the International Conference ICAISC 2015, Springer Verlag, LNAI 9119, 2015, pp. 26-38, DOI 10.1007/978-3-319-19324-3_3.