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ICTP SAIFR South American Institute for Fundamental Research International Centre for Theoretical Physics School on 4omplex Systems and ñpplications to Neurosciences Instituto de Física Teórica - UNESPã São Pauloã Brazil

ICTP International Centre for Theoretical Physics SAIFR ... · systemsw The second half of the school will provide a detailed course on ... Ernesto Estrada DUw Strathclydeã ... International

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Page 1: ICTP International Centre for Theoretical Physics SAIFR ... · systemsw The second half of the school will provide a detailed course on ... Ernesto Estrada DUw Strathclydeã ... International

September DL - October zjQ DJzG

www(ictp-saifr(org)neuroscience

ICTPSAIFR South American Institute for Fundamental Research

International Centre for Theoretical Physics

School on 4omplex Systems and ñpplications to Neurosciences

I4TP-SñIFR Steering 4ommitteek

Fernando Quevedo PchairFICTP directorJulio 4ezar DuriganUNESP rector4arlos Erito 4ruzFAPESP scientific directorJacob PalisBrasil Acadw of Sciw presidentJuan MaldacenaRepresenting South America

I4TP-SñIFR Scientific 4ouncilk

Peter Goddard PchairFIASã Princeton S( Randjbar-Daemi Pcoord(FICTP vice-directorRogério RosenfeldIFT-UNESP directorMarcela 4arenaFermilabã BataviaMarcel 4lercUnivw de Chileã SantiagoLuiz DavidovichUFRJã Rio de JaneiroEelita KoillerUFRJã Rio de JaneiroDaniel SudarskyUNAMã Mexico CityMatias ZaldarriagaIASã PrincetonEarton ZwiebachMITã Cambridge

I4TP-SñIFR Staffk

Nathan EerkovitsDirectorRogerio RosenfeldVice-directorJandira OliveiraExecutive managerNadia Rosa RoqueExecutive secretaryDanilo Rodrigues RamosComputer systems managerLilia Faria Financial manager Jaqueline VenturimTechnical assistant

Instituto de Física Teórica - UNESPã São Pauloã Brazil

The School on Complex Networks and Applications to Neurosciences will cover theoretical aspects and current trends in the Theory of Complex Networks including their structural propertiesã dynamical processesã and multiplex networks with applications to socialã technological and biological systemsw The second half of the school will provide a detailed course on Neurosciences focused on the physiology of the cell and neuronal modelsã time series analysis and characterizationã complex brain networksã collective phenomena and information processing in the brainã and neuroimage techniques for mental diseasesw This school is part of the Topics in Nonlinear Science: Fundamentals and Applicationsw There is no registration fee and limited funds are available for local

and travel support of participants.

OrganizerskStefano Eoccaletti DCNR-Italy and the Italian Embassy in IsraelV Javier M( Euldú DCTB M URJCã SpainV Hilda 4erdeira DIFT-UNESPã BrazilVJesús Gómez Gardeñes DUw Zaragozaã SpainV4laudio Mirasso DIFISCã Uw les Illes Balearsã SpainVñntonio Roque DUSP-Ribeirão Pretoã BrazilVLecturerskEdson ñmaro Jr DAlbert Einsteinã BrazilVMichael Ereakspear DQIMRã AustraliaVMauro 4opelli DUFPEã BrazilVErnesto Estrada DUw Strathclydeã UwKwVSandro Meloni DBIFIã Uw Zaragozaã SpainVVincenzo Nicosia DQueen Mary Uwã UKVñdriano Tort DUFRNã BrazilVRaúl Vicente DUwTartuã EstoniaV

The online registration form and more information can be found atkThe application deadline is July DMQ DJzG

September DL - October zjQ DJzG

www(ictp-saifr(org)neuroscience

ICTPSAIFR South American Institute for Fundamental Research

International Centre for Theoretical Physics

School on 4omplex Systems and ñpplications to Neurosciences

I4TP-SñIFR Steering 4ommitteek

Fernando Quevedo PchairFICTP directorJulio 4ezar DuriganUNESP rector4arlos Erito 4ruzFAPESP scientific directorJacob PalisBrasil Acadw of Sciw presidentJuan MaldacenaRepresenting South America

I4TP-SñIFR Scientific 4ouncilk

Peter Goddard PchairFIASã Princeton S( Randjbar-Daemi Pcoord(FICTP vice-directorRogério RosenfeldIFT-UNESP directorMarcela 4arenaFermilabã BataviaMarcel 4lercUnivw de Chileã SantiagoLuiz DavidovichUFRJã Rio de JaneiroEelita KoillerUFRJã Rio de JaneiroDaniel SudarskyUNAMã Mexico CityMatias ZaldarriagaIASã PrincetonEarton ZwiebachMITã Cambridge

I4TP-SñIFR Staffk

Nathan EerkovitsDirectorRogerio RosenfeldVice-directorJandira OliveiraExecutive managerNadia Rosa RoqueExecutive secretaryDanilo Rodrigues RamosComputer systems managerLilia Faria Financial manager Jaqueline VenturimTechnical assistant

Instituto de Física Teórica - UNESPã São Pauloã Brazil

The School on Complex Networks and Applications to Neurosciences will cover theoretical aspects and current trends in the Theory of Complex Networks including their structural propertiesã dynamical processesã and multiplex networks with applications to socialã technological and biological systemsw The second half of the school will provide a detailed course on Neurosciences focused on the physiology of the cell and neuronal modelsã time series analysis and characterizationã complex brain networksã collective phenomena and information processing in the brainã and neuroimage techniques for mental diseasesw This school is part of the Topics in Nonlinear Science: Fundamentals and Applicationsw There is no registration fee and limited funds are available for local

and travel support of participants.

OrganizerskStefano Eoccaletti DCNR-Italy and the Italian Embassy in IsraelV Javier M( Euldú DCTB M URJCã SpainV Hilda 4erdeira DIFT-UNESPã BrazilVJesús Gómez Gardeñes DUw Zaragozaã SpainV4laudio Mirasso DIFISCã Uw les Illes Balearsã SpainVñntonio Roque DUSP-Ribeirão Pretoã BrazilVLecturerskEdson ñmaro Jr DAlbert Einsteinã BrazilVMichael Ereakspear DQIMRã AustraliaVMauro 4opelli DUFPEã BrazilVErnesto Estrada DUw Strathclydeã UwKwVSandro Meloni DBIFIã Uw Zaragozaã SpainVVincenzo Nicosia DQueen Mary Uwã UKVñdriano Tort DUFRNã BrazilVRaúl Vicente DUwTartuã EstoniaV

The online registration form and more information can be found atkThe application deadline is July DMQ DJzG

Page 2: ICTP International Centre for Theoretical Physics SAIFR ... · systemsw The second half of the school will provide a detailed course on ... Ernesto Estrada DUw Strathclydeã ... International

Stefano Boccaletti (CNR- Institute of Complex Systems – Florence -Italy, and the Italian Embassy in Israel)Javier M. Buldú (Center for Biomedical Technology  & U.R.J.C., Madrid, Spain)Hilda Cerdeira (Instituto de Física Teórica, UNESP, São Paulo, Brazil)Jesús Gómez Gardeñes (Universidad de Zaragoza, Spain)Claudio Mirasso (IFISC, Universitat de les Illes Balears, Spain)Antonio Roque (Universidade de São Paulo at Ribeirão Preto, Brazil)

ORGANIZERS

Page 3: ICTP International Centre for Theoretical Physics SAIFR ... · systemsw The second half of the school will provide a detailed course on ... Ernesto Estrada DUw Strathclydeã ... International

The School on Complex Networks and Applications to Neurosciences will cover theoretical aspects and current trends in Network Science including their structural properties, dynamical processes, and multiplex networks with applications to social, technological and biological systems.

The second half of the school will provide a detailed course on Neurosciences focused on the physiology of the cell and neuronal models, time series analysis and characterization, complex brain networks, collective phenomena and information processing in the brain, and neuroimage techniques and mental diseases.

OBJECTIVES

Page 4: ICTP International Centre for Theoretical Physics SAIFR ... · systemsw The second half of the school will provide a detailed course on ... Ernesto Estrada DUw Strathclydeã ... International

Stefano Boccaletti (CNR- Institute of Complex Systems – Florence -Italy, and the Italian Embassy in Israel)Javier M. Buldú (Center for Biomedical Technology  & U.R.J.C., Madrid, Spain)Jesús Gómez Gardeñes (Universidad de Zaragoza, Spain)Claudio Mirasso (IFISC, Universitat de les Illes Balears, Spain)Antonio Roque (Universidade de São Paulo at Ribeirão Preto, Brazil)Edson Amaro Jr (Hospital Israelita Albert Einstein, Brazil)Nuno M. de Araujo  (Universidade de Lisboa, Portugal)Mauro Copelli (Universidade Federal de Pernambuco, Brazil)Ernesto Estrada (University of Strathclyde, U.K.)Vincenzo Nicosia (Queen Mary University of London, U.K.)Adriano Tort (Universidade Federal do Rio Grande do Norte, Brazil)

LECTURERS

Page 5: ICTP International Centre for Theoretical Physics SAIFR ... · systemsw The second half of the school will provide a detailed course on ... Ernesto Estrada DUw Strathclydeã ... International

Tiago Pereira (Imperial College London, U.K.)Roberto Andrade  (Universidade Federal da Bahia, Brazil) Ricardo Barros Sampaio (Fundação Oswaldo Cruz – Brasília, Brazil)

INVITED SPEAKERS

Page 6: ICTP International Centre for Theoretical Physics SAIFR ... · systemsw The second half of the school will provide a detailed course on ... Ernesto Estrada DUw Strathclydeã ... International

• 51 students coming from 12 different countries (Venezuela, Colombia, Israel, Bolivia, Germany, Sudan, Cameroon, Nigeria, Argentina, México, Iran and, of course, Brazil)

• Undergraduate, PhD students, PostDocs, Professors…

• Different backgrounds: Physicists, biologists, engineers…

• Different expertise.

STUDENTS

Page 7: ICTP International Centre for Theoretical Physics SAIFR ... · systemsw The second half of the school will provide a detailed course on ... Ernesto Estrada DUw Strathclydeã ... International

• Lectures: One and a half hour presentations (including original and review works) about different topics related to Network Science and Neuroscience.

• Oral presentations by the students: 10 minute talks by the students, who will introduce their on-going research to the rest of participants.

• Work in groups: Students, divided into 10 groups of around 5 people, will analyze different kind of networks.

• Presentation of the results: On Thursday 8th.

• School dinner: Friday 2nd.

• Football match: Monday 5th. Brazil vs rest-of-the-world

• Other activities are welcomed

ACTIVITIES

Page 8: ICTP International Centre for Theoretical Physics SAIFR ... · systemsw The second half of the school will provide a detailed course on ... Ernesto Estrada DUw Strathclydeã ... International

PROGRAM: WEEK 1 

School on Fundamentals of Complex Networks and Applications to Neuroscience

Fundamentals of Complex Networks

Week 1 Monday Sept. 28

Tuesday Sept. 29

Wednesday Sept. 30

Thursday Oct. 1

Friday Oct. 2

Saturday and Sunday Oct. 3 and 4

8:00 - 9:00 Registration

FREE

9:00- 10:45 Welcome

(H. Cerdeira, J. Buldú &

S. Boccaletti)

Int. to Networks (E. Estrada)

(at 9:40)

Coffee (at 11:15)

Int. to Networks

(E. Estrada) (at 11:30)

Lunch

(at 13:00)

Structure of Complex Networks

(E. Estrada)

Random Walks (E. Nicosia)

Synchronization Transitions in the Kuramoto model

(N. Araujo)

Percolation theory in networks

(N. Araujo)

10:30 - 10:45 Coffee Coffee  Coffee  Coffee 

10:45 - 12:15 Sructure of Complex

Networks (E. Estrada)

Social Dynamics: Opinion Formation in

Networks (E. Nicosia)

The Master Stability

Function (S. Boccaletti) by SKYPE

Epidemic Models in Networks

(J. Gardeñes)

12:15 - 14:00 Lunch Lunch Lunch Lunch

14:00 – 15:15 Work in groups (at 14:30)

Coffee

(at 16:30)

Work in groups (at 17:00)

Network phase transitions

(E. Nicosia)

IFT/SAIFR ColloquiumTBA

(Tiago Pereira)

Structure and robustness of network

infrastructures (N. Araujo)

Student´s seminars

15:15 – 15:45 Coffee Coffee Coffee Coffee

15:45 – 19:00 Work in groups

Communicability in complex networks

(E. Estrada)

Work in groups (at 17:15)

Work in groups Student’s seminars

Page 9: ICTP International Centre for Theoretical Physics SAIFR ... · systemsw The second half of the school will provide a detailed course on ... Ernesto Estrada DUw Strathclydeã ... International

PROGRAM: WEEK 1I 

Fundamentals of Complex Networks Applications to Neuroscience

Week 2 Monday Oct. 5

Tuesday Oct. 6

Wednesday Oct. 7

Thursday Oct. 8

Friday Oct. 9

Saturday and Sunday Oct. 10 and 11

9:00- 10:30 Multilayer Networks:

Structure (E. Nicosia)

Evolutionary Game Theory I

(J. Gardeñes)

Coffee (at 10:00)

Evolutionary Game

Theory II (J. Gardeñes)

(at 10:15)

Applications to Social Networks: Music Networks

(J. Buldú) (at 11:15)

Applications to Biology: from RNA to Brain

Networks (J. Buldú)

An overview of single-cell and neural

network models I (A. Roque)

Detecting and tracking cell assemblies II

(A. Tort)

FREE

10:30 - 10:45 Coffee Coffee  Coffee  Coffee 

10:45 - 12:15 Multilayer Networks:

Dynamics (E. Nicosia)

Applications to Biology: from RNA to Brain

Networks (J. Buldú)

Detecting and tracking cell assemblies I

(A. Tort)

An overview of single-cell and neural network

models II (A. Roque)

12:15 - 14:00 Lunch Lunch Lunch Lunch Lunch

14:00 – 15:15

Complex Network Analysis on Neglected

Diseases: A solution for Public Health (R. Sampaio)

Connecting networks (J. Buldú)

IFT/SAIFR Colloquium Recovering evolutionary

history by complex network modularity

analysis (R. Andrade)

Student´s presentations I

Coffee

(at 4:00)

Student´s presentations II

Discussion new set of works

15:15 – 15:45 Coffee Coffee Coffee Coffee

15:45 – 19:00 Work in groups Work in groups Work in groups Work in groups

Page 10: ICTP International Centre for Theoretical Physics SAIFR ... · systemsw The second half of the school will provide a detailed course on ... Ernesto Estrada DUw Strathclydeã ... International

PROGRAM: WEEK III 

Applications to Neuroscience

Week 3 Monday Oct. 12

Tuesday Oct. 13

Wednesday Oct. 14

Thursday Oct. 15

Friday Oct. 16

9:00- 10:30 Collective neuronal

phenomena I (M. Copelli)

Neuroimages techniques and

mental illnesses I (E. Amaro Jr.)

Using machine learning to explore neural data sets

(R. Vicente)

Collective neuronal phenomena II (M. Copelli)

Collective neuronal phenomena III

(M. Copelli)

10:30 - 10:45 Coffee Coffee Coffee  Coffee  Coffee 

10:45 - 12:15 Cross-frequency coupling between

brain rhythms (A. Tort)

Neuroimages techniques and

mental illnesses II (E. Amaro Jr.)

Magnets, machines, brains

(R. Vicente)

Sustained Activity in a layered spiking

cortical model (A. Roque)

Deep learning (R. Vicente)

12:15 - 14:00 Lunch Lunch Lunch Lunch Lunch

14:00 – 15:15

Zero lag and anticipated

synchronization in neuronal circuits

(C. Mirasso)

Neuroimages techniques and

mental illnesses III (E. Amaro Jr.)

ICTP/SAIFR Colloquium Information

Processing with neuro-inspired delay-

based nonlinear systems

(C. Mirasso)

Students seminars

Student´s presentations I

Coffee

(at 4:00)

Student´s presentations II

15:15 – 15:45 Coffee Coffee Coffee Coffee

15:45 – 19:00 Work in groups Students seminars Work in groups Work in groups

Page 11: ICTP International Centre for Theoretical Physics SAIFR ... · systemsw The second half of the school will provide a detailed course on ... Ernesto Estrada DUw Strathclydeã ... International

FINALLY…

Please, participate in all lectures.

Interact with all other participants (students or lecturers) as much as possible.

And also enjoy your time in São Paulo!