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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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Neural field models and reaction-diffusion framework

Abstract:

In the last decade attention to formalism describing self-organizing structures in spatially distributed systems with excitation and inhibition applied to neural networks increased. Here we consider integro-differential equations describing system of linear-non-linear rate neurons with distance dependent synaptic strength and appearing bump structures obtained with help of transition in activity level at bumps boarders. Then we make diffusive approximation and get reaction diffusive equations allowing Turing instability analysis and explaining Turing pattern formation in neural networks, also visual hallucination and salt and pepper model in binocular vision. Then we briefly consider several bump interactions including the case of plastic networks.

About lecturer:

Mr. Dmytro Grytskyy


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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
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