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X Summer School

Achievements and Applications
of Contemporary Informatics, Mathematics and Physics
August 4-18, 2015, Kyiv (Ukraine)

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Computational Neuroscience

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CNS stream will be focused on the computational aspects of the field. The program will provide insight into a broad range of topics, including neuromechanics of movement control, dynamical neuron systems, neuroimaging, neuron-computer and brain-computer interfaces. The CNS stream program aims to provide participants with an introductory review of the contemporary computational neuroscience field and to give a practical introduction to the principles of analysis and simulation packages.

Topics of the lectures

Circadian Clock in Mammals
Introduction to Machine Learning
Computations and Objectives behind Plasticity and Learning
From raw electrophysiological data to understanding neural computation
Fundamentals of pitch Perception
Models of neuronal populations and visual cortex
Models of single neurons and neuron-computer interface.
Neural field models and reaction-diffusion framework
Neural networks models for space representation and navigation
Neuromechanics of movement control
Neurophysiology of the spatial representation system in the medial temporal cortex
Plasticity and Learning in Biological Neural Circuits
Processing of Pitch in the Auditory System
Simulation of neurons and neural networks
Simulation Technology for Large Scale Spiking Neural Networks
Theories and Models of Pitch Perception
Towards understanding neural coding

Courses materials

Topics of the projects

Modeling neuronal networks for metric representation of space and spatial navigation
Computational Models of Pitch Perception
Brain-Computer Interface
Characteristics of spikes in different neuron models (exponential integrate-and-fire, Hodgkin-Huxley, and Izhikevich models) as fuctions of not only input (synaptic) current but input conductance as well
Plasticity of Neural Circuits and Neurobiology of Learning
Muscle-computer interface for neurorehabilitation purposes

Lecturers

Nikolai Kononenko

Ukraine

Sergiy Yakovenko

USA

Anton Chizhov

Russia

Dorottya Cserpán

Hungary

Susanne Kunkel

Germany

Dmytro Grytskyy

Germany

Andrey Stepanyuk

Ukraine

Jenia Jitsev

Germany

Vincent Adam

France

Philipp Weidel

Germany


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  • About us
    • What is AACIMP?
    • Organizers
    • Contact us
    • Kyiv
  • Partners
    • How to get involved
    • Financial
    • Media
    • Corporate Sponsorship
    • Travel
    • In kind
  • Program
    • Smart Cities
    • 3D Printing
    • Computational Neuroscience
    • Applied Computer Science
    • Poster Session
    • Plenary Session
    • Student Projects
    • AACIMP 2013
    • AACIMP 2014
  • Participation
    • General schedule
    • How to apply?
    • Eligible students
    • Student responsibilities
  • Tuition
    • Registration fees
    • How to pay?
    • Discounts & scholarships
  • Housing
    • Accommodation
    • Dining services
    • Travel information
    • Visa information
  • Impressions
    • Photo memories
    • Video memories
    • Organizers impressions
    • Alumni opinions
  • Promotion
  • FAQ