Course program, June 2018
11 June 2018
- 8.00 - 9.00 Registration
- 9.00 - 9.20 Opening and welcome
- I-A session. Neuroinformatics methods in neuroscience and medicine.
- 9.20 - 10.40 Prof. B. Graham, Institute of Mathematics and Informatics, University of Stirling, UK
From neurons and synapses to networks: Basics of Computational Neuroscience: Neurons and Synapses to Networks - 10.40 - 11.00 Coffee/Tea
- 11.00 - 12.00 Dr. A.Roth, Wolfson Institute of Biomedical Research, University College London, UK
Introduction to NEURON. - 12.00 - 12.40 Prof. A. Saudargiene, Neuroscience Institute, Lithuanian University of Health Sciences, Kaunas, Lithuania; Department of Informatics, Vytautas Magnus University, Kaunas, Lithuania
Memory, learning and synaptic plasticity. - 12.40 - 13.40 Lunch. Coffee/Tea
- 13.40 - 14.40 Prof. P. Jedlicka, NeuroScience Center, Goethe-University, Frankfurt, Germany
Compartmental models of neuronal excitability and plasticity in healthy and diseased hippocampus. - 14.40 - 15.40 Prof. D. Wojcik, Nencki Institute of Experimental Biology, Warsaw, Poland
Extracellular electrophysiology from modeling perspective - 15.40 - 16.00 Coffee/Tea
- I-B session. Computer exercises. Modeling the healthy brain
- 16.00 - 19.00 Dr. A.Roth, Wolfson Institute of Biomedical Research, University College London, UK,
Prof. B. Graham, Institute of Mathematics and Informatics, University of Stirling, UK
Prof. A. Saudargiene, Neuroscience Institute, Lithuanian University of Health Sciences, Kaunas, Lithuania; Department of Informatics, Vytautas Magnus University, Kaunas, Lithuania
Hands on NEURON software. Simulating synapses, neurons and networks in health. - 19.00 - 20.00 Coffee/Tea. Poster session and networking
12 June 2018
- I session. Neuroinformatics methods in neuroscience and medicine.
- 8.30 - 9.00 Morning Coffe/Tea
- 9.00 - 10.00 Prof. M.-L.Linne, Tampere University of Technology, Finland; The Human Brain Project
Introduction to Neuroinformatics: From wet-lab data, informatics tools and modeling of neuronal and glial functions to engineering applications - 10.00 - 11.00 Prof. G. Einevoll, UiO Department of Physics The Faculty of Mathematics and Natural Sciences, Norway
Neuroscience with both hands – bridging brain scales with mathematics - 11.00 - 11.30 Coffee/Tea
- II-A session. EEG/SEEG signal processing. Forward and Inverse modeling.
- 11.30 - 13.00 Prof. Louis Maillard / Olivier Aron, University of Lorraine, CRAN, France
Clinical / Neuroscientific aspects of EEG and SEEG analysis. - 13.00 - 14.00 Lunch. Coffee/Tea
- 14.00 - 15.30 Prof. R.Ranta, University of Lorraine, CRAN, France
EEG signal processing: from filtering and artifact removal algorithms to forward and inverse modeling. - 15.30 - 16.00 Coffee/Tea
- II-B session. Computer exercises. Modeling head, simulating and localizing sources.
- 16.00 - 18.30 Prof. R.Ranta, University of Lorraine, CRAN, France
Forward/Inverse modeling. EEG signal processing.
- Dinner and Networking
13 June 2018
- III-A session. Introduction to Deep Learning.
- 8.30 - 9.00 Morning Coffe/Tea
- 9.00 - 10.00 Ph.D. J. Hofmanis, Ph.D. G. Bergmanis-Korats, Ventspils University of Applied Sciences, Smart Technology Research Centre, Ventspils, Latvia
Introduction to Deep Learning: Object Detection using ConvNets Part I - 10.00 - 10.15 Coffee/Tea
- 10.15 - 12.00 Ph.D. J. Hofmanis, Ph.D. G. Bergmanis-Korats Ventspils University of Applied Sciences, Smart Technology Research Centre, Ventspils, Latvia
Introduction to Deep Learning: Object Detection using ConvNets Part II - 12.00 - 13.00 Lunch. Coffee/Tea
- III-B session. Computer exercises. Hands on DNN
- 13.00 - 17.00 Ph.D. J. Hofmanis, Ph.D. G. Bergmanis-Korats, Ventspils University of Applied Sciences, Ventspils, Latvia
Introduction to Deep Learning: Data preparation, model training and deployment.
- Coffe/Tea. Farewell.