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SUMMER SCHOOL Achievements and applications of contemporary informatics, mathematics and physics

2015

X Summer School “Achievements and Applicationsof Contemporary Informatics, Mathematics and Physics”

National Technical University of Ukraine“Kyiv Polytechnic Institute”

August 4-18, 2015 — Kyiv, Ukraine

http://summerschool.ssa.org.ua/

© Student Science Association, 2015.© Olga Bolgar, Marina Kozar, Oleksii Leonov, Oleksii Pasichnyi.

Student Science Association

+38 044 454-92-43

summerschool@ssa.org.ua

http://ssa.org.ua

Ukraine 03057 Kyiv, Metalistiv 5a, Building №31, room 1-17, 1-18

WelcomeThe Summer School “Achievements and Applica-tions of Contemporary Informatics, Mathemat-ics and Physics” is an annual project organized and held by Student Science Association and the National Technical University of Ukraine “Kyiv Polytechnic Institute” in Kyiv, Ukraine. The prior aim of the project is to promote science among the young adults.

The courses are held by highly qualified lec-turers and scientists from Ukraine, Cana-da, the USA, Germany, UK, Turkey, Estonia, Russia, France and other countries. Such variety of the lecturers countributes to the mul-tinational environment for discussions on the hot topics of contemporary science and tech-nology. Different formats are used at the Sum-mer School including lectures, workshops, round tables and presentations. Apart from the educational program, exciting leisure activities such as excursions, debates and quest, cinema club, and parties are prepared for the partici-pants.

This summer we will be offering four streams covering the most intriguing and contemporary academic fields — Applied Computer Science, Computational Neuroscience, 3D-printing and Smart Cities: Operational Research, Energy and Urbanistics. All of our courses are designed to challenge and inspire you in the field that holds your interest. In Kyiv, an ancient city known for design, technology and a vibrant cultural life, you will find the perfect environment for studying, making new friends and having fun!

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Organizers

National Technical University of Ukraine “Kyiv Polytechnic Institute” founded in 1898 is one of the oldest higher edu-cation institutions in Ukraine. It ranks first nationally among technical univer-sities and has educational partners all over the world. NTUU "KPI" maintains its solid reputation for highly skilled specialists preparation — the ones recog-nized both by scientific community and employers.

Student Science Association (SSA) is a team of young and motivated people, which cre-ates a scientific environment with a help of the implementation of successful projects that are aimed at supporting knowledge-in-tensive ideas, innovation and knowledge sharing.

The projects of SSA are aimed at active people who are interested in obtaining, sharing and creating new knowledge and technologies at KPI, Ukraine and the all over the world.

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Project team

Oleksii PasichnyiStrategic development & academic program SC

Kate Pereverza Academic programSC

Dmytro Fishman Academic program ACS & CNS

Irina Smolina Academic program 3D printing

Oleksii Molchanovskyi Academic program ACS & CNS, Infomation campaing

Liudmyla Pavlenko Academic program SC & work with partners, logistics

Oksana DziubaSecretariat & finance, work with AACIMP team, accomodation

Sandra YaremchukWork with lecturers,participants, meals

Marina Kozar Logistics, infrastructure, PR, social program

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AACIMP team

Danylo BatulinCNS coordinator

Hleb BerezovskyTechnical support

Olha BolharGraphical designer

Daria BotvynkoWork with lecturers

Pavlo Ilchyk ACS technical support

Ivanna DiachukPhoto, video

Kateryna DashkoPR production

Yaroslav HolovenkoInfrastructure support

Yevheniia KuhukWork with lecturers

Alona KravchenkoSocial program

Tetiana KlymenkoCNS coordinator

Maksym KhamrovskyiACS coordinator

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Dymitr YovchevWork with participants

Nataliia MykhailenkoSocial program

Liubov MietielievaWeb-site

Yevheniia ShumitskaMeals coordinator

Illia Luzan3D printing coordinator

Oksana NaumenkoSC coorginator

Olha ShandraWork with lecturers

Oleksandra TkalichWork with lecturers

Iuliia ShevchenkoWork with participants

Yelyzaveta RudSocial program

coordinator

Yuliia PuzanovaSecretary

Mariia ShchurskaWork with partners

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Plenary lecture

Business analytics is a process of analyzing information to support decision making pro-cess in business sphere. It includes methods for data collecting and processing, risk assessment, modelling and forecasting using information and telecommunication technologies. But what opportunities can be obtained through analytics? In order to clarify this, we will look at the examples of practical application of business analytics in risk management, finance, health-care, industrial production and human services. Also it is interesting to analyze such spheres like marketing, crime prevention, effective urban management, web analytics and social media, personal analytics.

Business analytics and forecasting allow hun-dreds of companies and countries to save lives and preserve resources. We try to understand, what opportunities exist for Ukraine and the whole world due to analytics.

Dr. Oleksandr Romanko(Canada, Ukraine)Ph.D., Senior Research Analyst at IBM Canada and Adjunct Professor at University of Toronto

“Business Analytics and Data Science — Opportunities for Ukraine and for the World”

August 4, 1100, Academic Council Hall

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Student projectsThe key element of this year Summer School program is student’s projects. These projects are based on real-life problems, proposed by the representatives of city counsuls and companies, organizations, as well as citizens and researchers that will supervise students during their work in the multidisciplinary teams. The participants will be provided with necessary tools to accomplish their projects. The project teams will present the results of their work publicly at the end of the School.

Project fair is aimed at bringing students and project coordinators together in order to set up groups for project work. The project fair will start with general overview of the students project work in the AACIMP. After that project super-visors will briefly pitch their projects and pro-vide more details whille Q&A sessions coming after. Then the students will submit their project preferences, selecting several options by priority. Program team and supervisors will assign each student to one of the projects according to their preferences and skills.

Project fair

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Projects

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Using Neural Networks for Diabetic Retinopathy Detection in Eye Images. Dmytro FishmanSmart Career Planning and Skill Development via Personal Analytics. Oleksandr RomankoPlasticity of Neural Circuits and Neurobiology of Learning. Jenia JitsevCreating a virtual reality object. Dmytro BiriukovContent-based Image Recommendations for Online Social Networks. Dmytro KaramshukModeling neuronal networks for metric representation of space and spatial navigation. Andrey StepanyukMultimodal Neural Language Models. Sergii GavrilovImprovement of Traffic Signaling System Data. Anton HagenCharacteristics of spikes in different neuron models (expo-nential integrate-and-fire, Hodgkin-Huxley, and Izhikevich models) as fuctions of not only input (synaptic) current but input conductance as well. Anton ChizhovThe concept of industrial design. Alexander NesterenkoLinear Systems. Analysis of Complex Nonlinear Data Sets and Model Development. Meta Modelling vs Mechanistic Modelling. Serge GaleComputational Models of Pitch Perception. Vincent AdamAir Solar Collector. Andrii ZakovorotniyHarvesting information from video surveillance systems. Andrey LyubonkoMuscle-computer interface for neurorehabilitation purposes. Bohdan KolomiietsCreation of Ukrainian language NER system. Vsevolod DyomkinBrain-Computer Interface. Dorottya Cserpan3D printing of heat pipes. Sergej KhairnasovNormalization of Noisy Text. Vsevolod DyomkinSustainable Campus: PR. Alana Lajoie-O’MalleySustainable Campus: Engineering. Alana Lajoie-O’Malley.Ukrainian trends: identifying significant words in news arti-cles. Vsevolod DyomkinSatellite Image Processing. Alexey Leonov

P1

P2

P3

P4P5

P6

P7P8P9

P10P11

P12P13P14

P15

P16

P17P18P19P20P21P22

P23

Applied computer scienceACS stream focuses on Data Science and Data Analysis. In the modern world these fields are espe-cially eminent due to the dramatically growing amount of data produced by the mankind.The ACS program will include classes on data retrieval, pre-processing and storage, data mining and machine learning techniques. The practical project topics will incorporate, among others, visual data analysis, natu-ral language processing, social data analysis etc.

Lecturers

Dr. Dmytro Karamshuk (Ukraine / United Kingdom)Department of Informatics, King’s College London

Mr. Vsevolod Dyomkin (Ukraine)Tech lead at Grammarly, adjunct professor at NTUU “KPI”, Grammarly, NTUU “KPI”

Mr. Oleksii Leonov (Ukraine)Chief Technology Officer at Cropio, M.Sc., System analysis, NTUU “KPI”, Cropio, NTUU “KPI”

Mr. Serge Gale (Ukraine / United Kingdom / Norway)PhD student, Institute of Technical Cybernetics (ITK), NTNU

Mr. Sergii Gavrylov (Ukraine)Junior research engineer, Grammarly

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Mr. Konstantin Tretyakov (Estonia)Researcher, University of Tartu

Mr. Dmytro Fishman (Ukraine / Estonia)Junior researcher, PhD student, University of Tartu

Mr. Andrey Lyubonko (Ukraine)Lead Engineer, Samsung R&D Institute Ukraine (SRK)

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Smart citiesSmart cities stream focuses on sustainable urban de-velopment empowered with analytical methods, ICT tools and emerging technologies.

The stream will start with brief introduction into basics of urbanistics, challenges of contemporary cities and “smart”-related concepts and approaches, i.e. internet of things and big data induced intelligence; urban sys-tem modelling, operations research and business ana-lytics; user-centric city services and strategic planning.

Further the program will proceed to cases and appli-cations for several key areas of smart cities: energy, mobility, security, planning and governance, as well as tools and methods to complete projects, which will be a core activity of the stream.

Lecturers

Dr. Sergii Khairnasov (Ukraine)PhD, DSc. at Thermal Power Department, National Technical University of Ukraine “KPI”

Ms. Alana Lajoie-O’Malley (Canada)Director, Campus Sustainability Office, The University of Winnipeg

Mr. Dmytro Chornenkyy (Ukraine)Siemens Ukraine, Head of Mobility Department

Mr. Anton Hagen (Ukraine)A+S Ukraine

Mr. Mario Bodem (Germany) Gesellschaft für Internationale Zusammenarbeit

Mr. Bostjan Krajnc (Slovenija) Director , KSSENA - Energy Agency of Savinjska, Šaleška and Koroška Region

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Dr. Oleksandr Romanko (Canada, Ukraine)IBM Canada and University of Toronto

Mr. Urs Thomann (Switzerland, Ukraine)Deputy Director, Vinnytsia MunicipalCentre of Urban planning and Architecture

Mr. Roman Zinchenko (Ukraine)Greencubator

Prof. Gerhard-Wilhelm Weber (Turkey)Institute of Applied Mathematics, East Technical University

Mr. Ivan Pasichnyk (Ukraine)Co Founder, CEO - EcoisMe

Dr. Benoit Sicre (Switzerland)University of Applied Science of Lucerne/Switzerland – Center for integrated building technologies ZIG

Mr. Andrii Zakovorotnyi (Ukraine)Institute of Engineering Thermophysics, NAS of Ukraine.

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3D printingThe 3D printing stream is dedicated basic principles of 3D printing: working with CAD models, scanning objects and installing a 3D printer for multifunctional details and prototypes production.The classes are supplemented with multidisciplinary examples of additive manufacturing applications. During the second and third phases of the School the participants work on the cross-disciplinary projects in collaboration with students from other streams.

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Lecturers

Mr. Dmytro Biriukov (Ukraine)aDDDitive & KHackerSpace

Mr. Fedor Boytsov (Ukraine)Pixelated Realities & aDDDitive

Mr. Stanislav Dzherikhov (Ukraine)aDDDitive & aDDDlab

Ms. Darya Kireyeva (Ukraine)Materialise

Mr. Dmitriy Gorlov (Ukraine)Functional Analyst, Materialise

Mr. Oleksandr Feniks (Ukraine)3dprinter.org.ua

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Ms. Svitlana Savorona (Ukraine)“School of Visual Communication”, “10project” design studio

Ms. Polina Telegeeva (Ukraine)Materialise

Mr. Alexander Tubolets (Ukraine)Materialise

Mr. Alexandr Nesterenko (Ukraine)ARTKB

Mr. Pavlo Nesteruk (Ukraine)ARTKB

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26

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Pavl

o N

este

ruk

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e of

des

ign

in

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new

pro

duct

de

velo

pmen

t”

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Svi

tlana

Sa

voro

na “

Ap-

plic

atio

n of

3D

prin

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in fa

sh-

ion-

indu

stry

”

Ms.

Pol

ina

Tele

geev

a “3

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intin

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med

icin

e”

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Proj

ect w

ork

10:2

5 11

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11:5

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Fedo

r Boy

tsov

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an-

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Mr.

Fedo

r Bo

ytso

v “L

ow-c

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anni

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Mr.

Ivan

Pa

sich

nyk

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ism

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-se

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ects

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sults

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Clos

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27

CNS stream focuses 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-com-puter interfaces.The CNS stream program aims to provide partici-pants with an introductory review of the contem-porary computational neuroscience field and to give a practical introduction to the principles of analysis and simulation packages.

Computational neuroscience

Lecturers

Dr. Anton Chizhov (Russia)Ioffe Physical-Technical Institute of the Russian Academy of Sciences

Ms. Dorottya Cserpan (Hungary)Wigner Research Centre for Physics, HungarianAcademy of Sciences

Mr. Dmytro Grytskyy (Germany)Research Center Jülich, Institute for Computational Neuroscience

Mr. Vincent Adam (UK, France)Gatsby Computational Neuroscience Unit, UCL

Dr. Jenia Jitsev (Germany)Institute for Neuroscience and Medicine (INM-6), Research Center Jülich

30

Mr. Philipp Weidel (Germany)Research Center Jülich, Institute for Advanced Simulation (IAS-6), Institute of Neuroscience and Medicine (INM-6)

Dr. Andrey Stepanyuk (Ukraine)Bogomoletz Institute of Physiology

Dr. Sergiy Yakovenko (USA)West Virginia University School of Medicine

Ms. Susanne Kunkel (Germany)Research Center Jülich

Dr. Nikolai Kononenko (Ukraine)Bogomoletz Institute of Physiology, NASU

31

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Kons

tan-

tin T

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Dr. S

ergi

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k-ov

enko

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ne

urom

uscu

lo-

skel

etal

mod

els

of lo

com

otio

n”

Dr. S

ergi

y

Yako

venk

o

“Cen

tral P

atte

rn

Gen

erat

or”

Free day

Dr.

Anto

n Ch

izho

v “M

odel

s of

sin

gle

neur

ons

and

neur

on-c

ompu

ter

inte

rfac

e”10

:25

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5

Dr. O

leks

andr

Ro

man

ko

Plen

ary

talk

11

:15

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0In

tro le

ctur

eCo

ffee

brea

kCo

ffee

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k

11:5

0 12

:40

Mr.

Kons

tan-

tin T

rety

akov

“In

trodu

ctio

n to

Mac

hine

Le

arni

ng”

Dr.

Serg

iy

Yako

venk

o “F

DM

neur

omus

culo

-sk

elet

al m

odel

s of

lo

com

otio

n”

Ms.

Dor

otty

a Cs

erpá

n “F

rom

sin

gle

neur

ons

to B

rain

-Com

pute

r In

terf

aces

”

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Anto

n Ch

izho

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odel

s of

neu

-ro

nal p

opul

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ns

and

visu

al c

orte

x”12

:45

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5

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nch

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ergi

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rodu

ctio

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M

atla

b”

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ergi

y Ya

kove

nko

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sive

Wal

ker

cont

rol”

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Dmyt

ro

Gry

tzky

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eura

l fie

ld m

odel

s an

d re

actio

n-di

ffusi

on

fram

ewor

k”Pr

ojec

t Fai

r

Proj

ect w

ork

/

Ms.

Dor

otty

a Cs

er-

pán

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rpre

tatio

n of

el

ectro

phys

iolo

gica

l da

ta “

15:5

5 16

:45

16:4

5 17

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tim

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erPo

ster

Ses

sion

Dinn

er

18:3

0 21

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com

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rty

Free

day

Soci

al p

rogr

am

32

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fast

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Vinc

ent A

dam

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unda

men

tals

of

pitc

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rcep

tion”

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Vinc

ent A

dam

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roce

ssin

g of

Pi

tch

in th

e Au

dito

ry

Syst

em”

Mr.

Vinc

ent

Ada

m “T

heor

ies

and

Mod

els

of

Pitc

h Pe

rcep

tion”

Free day

Dr. N

ikol

ai

Kono

n-en

ko

“Circ

adia

n Cl

ock

in

Mam

mal

s”

Proj

ect w

ork

11:1

5 11

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eebr

eak

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eebr

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11:5

0 13

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Ms.

Sus

anne

Ku

nkel

“Sim

ula-

tion

Tech

nolo

gy

for L

arge

Sca

le

Spik

ing

Neu

ral

Net

wor

ks.”

Dr.

Andr

ey S

tepa

nyuk

“N

euro

phys

iolo

gy o

f th

e sp

atia

l rep

rese

nta-

tion

syst

em in

the

me-

dial

tem

pora

l cor

tex”

Dr. J

enia

Jits

ev

“Pla

stic

ity o

f Neu

ral

Circ

uits

and

Neu

ro-

biol

ogy

of L

earn

ing”

Proj

ect

wor

k /

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ikol

ai

Kono

nenk

o

“Circ

adia

n Cl

ock

in

Mam

mal

s”

Proj

ect w

ork

Fina

l pre

-se

ntta

ions

pa

ralle

l se

ssio

ns

14:0

0 15

:00

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hLu

nch

15:0

0 15

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Mr.

Vin

cent

Ada

m

“Fun

dam

enta

ls o

f pitc

h Pe

rcep

tion”

/ M

s. S

usan

ne K

unke

l ‘S

imul

atio

n Te

chno

logy

fo

r Lar

ge S

cale

Spi

king

N

eura

l Net

wor

ks ‘

Mr.

Vinc

ent A

dam

‘P

roce

ssin

g of

Pitc

h in

the

Audi

tory

Sys

tem

’/

Dr. A

ndre

y St

epan

yuk

“Neu

ral n

etw

orks

mod

els

fo

r spa

ce re

pres

enta

tion

and

navi

gatio

n “

Mr.

Vinc

ent A

dam

“T

heor

ies

and

Mod

els

of P

itch

Perc

eptio

n “ /

Dr

. Jen

ia J

itsev

“Pla

s-tic

ity a

nd L

earn

ing

in B

iolo

gica

l Neu

ral

Circ

uits

”

Inte

r-m

idia

te

pres

enta

-tio

ns

Proj

ect w

ork

Proj

ects

re

sults

15:5

5 16

:45

Fair

of th

e pr

ojec

ts

resu

lts

16:4

5 17

:30

Free

tim

eFr

ee ti

me

17:4

0 18

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Dinn

erDi

nner

Dinn

er

18:3

0 21

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Soci

al p

rogr

amSo

cial

pro

gram

Clos

ing

33

Tue, 4 19:30 Welcome party

Wed, 5 19:00 Ancient Kiev

The, 6 19:00 Table games evening

Fri, 7 18:00 Project fair and poster session

Sat, 8 09:40 Pecherskaya Lavra visiting

Sun, 9 18:40 Master class evening

Mon, 10 18:40 Kapoeira master class

Tue, 11 18:40 Kiev city-tour

Wed, 12 18:40 Music-evening

Thu, 13 All day Fun sport-day

Fri, 14 All day Photo quest

Sat, 15 19:00 Actor masterclass, theatre performance

Sun, 16 19:00 Cinema club

Mon, 17 Free evening

Tue, 18 Closing ceremony

Social program

34

2nd �oor

ACS

Extra

CNS

1st �oor

Lounge

Entrance

SC

Organizers3D

WCWC

ACS coordinatorMaksym Khamrovskyi+38 050 668 58 53

CNS coordinatorTetiana Klymenko+38 050 775 95 39

3D coordinatorIlla Luzan+38 066 080 43 07 +38 093 647 38 96

SC coordinatorOksana Naumenko+38 093 697 92 93

35

Partners

siemens.com

ifors.org euro-online.org lvbs.com.ua

goeast.daad.de

ibm.com euro-online.org

diya.center IT KPI uran.net.ua

greencubator.infogiz.dekyivesko.com.ua

fields.utoronto.ca ut.ee

36

summerschool.ssa.org.ua

39

SUMMER SCHOOL

NOTEBOOK

2015

Achievements and applications of contemporary informatics, mathematics and physics

General rules for participants

63

As a part of registration, an applicant is required to provide his/her full legal name (exactly as given in his\her passport or other government-issued photo ID), gender, date of birth, e-mail address and current functioning postal mailing address, because all the crucial Summer School announcements (e.g., the one about class cancellation) and registration information (e.g., registration confir-mation, notice of admission) are sent via e-mail.

Student identification, registration, and contact information

Rules for participants:

It is forbidden to drink alcohol and smoke inside the dormitory, on the territory of the KPI campus and in the public places, as well as attending the lectures under the influence of alcohol, drugs or other intoxicants.

In case of misconduct participant may face the following consequences: warn-ing, departure from the dormitory, exclusion from the Summer School program, written notification to the home university or/and to the scholarship support or-ganization.

The accommodation offered by the NTUU KPI implies compliance with the rules of the campus.

If student has a excuse for skipping the class, it is desirable to inform the Or-ganizing committee and notify the reason in order not to be considered as an absentee. Attendance of social events is desirable but not compulsory.

Due to security reasons in the studying area and while being in the public places, students have to wear a badge. It is required for the access to classes, social events and place of residence.

All damage made by participant to the Summer School and NTUU “KPI” property and facilities must be compensated at participant’s own expense.

The Summer School does not hold responsibility for the actions of the partici-pants or for any loss of expensive things, documents or unpredicted expenses incurred during the Summer School.