People

Giovanni Petri

Senior Research Scientist

Fields of study:
Mathematics of Complex Systems

Home Page: lordgrilo.github.io
giovanni.petri<at>isi<dot>it

Publications

Linear and Nonlinear Quantitative EEG Analysis during Neutral Hypnosis following an Opened/Closed Eye Paradigm

G. Rho, A. L. Callara, G. Petri, M. Nardelli, E. P. Scilingo, A. Greco, V. De Pascalis

Simmetry 3(8) (2921)

Social and asocial learning in zebrafish are encoded by a shared brain network that is differentially modulated by local activation

J. Pinho, V. T. Cunliffe, G. Petri, R. Oliveira

(2021)

Developmental effects of oxytocin neurons on social affiliation and processing of social information

A. R. Nunes, M. Gliksberg, S. A. M. Varela, M. Teles, E. Wircer, J. Blechman, G. Petri, G. Levkowitz, R. Oliveira

JNeurosci (The Journal of Neuroscience) JN-RM-2939-20 (2021)

Hypergraph reconstruction from network data

J. Young, G. Petri, T. D. P. Peixoto

Communications Physics 4:135 (2021)

Simplicial and topological descriptions of human brain dynamics

J. Billings, M. Saggar, J. Hlinka, S. Keilholz, G. Petri

Network Neuroscience (2021)

Homological scaffold via minimal homology bases

M. Guerra, A. De Gregorio, U. Fugacci, G. Petri, F. Vaccarino

Scientific Reports 11:5355 (2021)

Topological limits to the parallel processing capability of network architectures

G. Petri, S. Musslick, B. Dey, K. Özcimder, D. Turner, K. Ahmed, T. L. Willke, J. D. Cohen

Nature Physics (2021)

Networks beyond pairwise interactions: structure and dynamics

F. Battiston, G. Cencetti, I. Iacopini, V. Latora, M. Lucas, A. Patania, J. Young, G. Petri

Physics Reports (2020)

Social contagion models on hypergraphs

G. Ferraz de Arruda, G. Petri, Y. Moreno

Physical Review Research 2 (2) (2020)

Generating dynamical neuroimaging spatiotemporal representations (DyNeuSR) using topological data analysis

C. Geniesse, O. Sporns, G. Petri, M. Saggar

Network Neuroscience 3 (3) (2019)

Topology highlights mesoscopic functional equivalence between imagery and perception: The case of hypnotizability

E. Ibañez Marcelo, L. Campioni, A. Phinyomark, G. Petri, E. Santarcangelo

NeuroImage 200 (2019)

Topological gene expression networks recapitulate brain anatomy and function

A. Patania, P. Selvaggi, M. Veronese, O. Dipasquale, P. Expert, G. Petri

Network Neuroscience 3, 3 (2019)

Editorial: Topological Neuroscience

P. Expert, L. Lord, M. L. Kringelbach, G. Petri

Network Neuroscience 3, 3 (2019)

Simplicial models of social contagion

I. Iacopini, G. Petri, A. Barrat, V. Latora

Nature Communications 10: 2485 (2019)

Differences in EMG Feature Space between Able-Bodied and Amputee Subjects for Myoelectric Control

E. Campbell, A. Phinyomark, A. H. Al-Timemy, R. N. Khushaba, G. Petri, E. Scheme

9th International IEEE/EMBS Conference on Neural Engineering (NER) (2019)

Spectral and topological analyses of the cortical representation of the head position: Does hypnotizability matter?

E. Ibañez Marcelo, L. Campioni, D. Manzoni, E. Santarcangelo, G. Petri

Brain and behavior 9, 6 e01277 (2019)

On the predictability of infectious disease outbreaks

S. Scarpino, G. Petri

Nature communications 10, 898 (2019)

Topology highlights mesoscopic functional equivalence between imagery and perception

G. Petri, E. Ibañez Marcelo, L. Campioni, A. Phinyomark, E. Santarcangelo

International Journal of Phychophysiology 131 S27-S28 (2018)

Topological Data Analysis of Biomedical Big Data

A. Phinyomark, G. Petri, E. Ibañez Marcelo

Signal Processing and Machine Learning for Biomedical Big Data. CRC Press, 2018 (2018)

Simplicial Activity Driven Model

G. Petri, A. Barrat

Physical Review Letters 121, 228301 (2018)

Analysis of big data in gait biomechanics: current trends and future direction

A. Phinyomark, G. Petri, E. Ibañez Marcelo, S.T. Osis, R. Ferber

Journal of medical and biological engineering. 38:2 (2018)

Navigating features: a topologically informed chart of electromyographic features space

A. Phinyomark, E. Ibañez Marcelo, A. Patania, E. Scheme, G. Petri

Journal of The Royal Society Interface 14 (137) (2017)

Resting-State fMRI Functional Connectivity: Big Data Preprocessing Pipelines and Topological Data Analysis

A. Phinyomark, E. Ibañez Marcelo, G. Petri

IEEE Transactions on Big Data 14, 8 (2017)

Construction of and efficient sampling from the simplicial configuration model

J. Young, G. Petri, F. Vaccarino, A. Patania

Phys. Rev. E 96, 3 (2017)

The shape of collaborations

A. Patania, G. Petri, F. Vaccarino

EPJ Data Science 20176:18 (2017)

Topological analysis of data

A. Patania, F. Vaccarino, G. Petri

EPJ Data Science 6:7 (2017)

Insights into Brain Architectures from the Homological Scaffolds of Functional Connectivity Networks

L. Lord, P. Expert, H. M. Fernandes, G. Petri, T. J. Van Hartevelt, F. Vaccarino, G. Deco, F. Turkheimer, M. L. Kringelbach

Front. Syst. Neurosci. 10/85 (2016)

Unveiling patterns of international communities in a global city using mobile phone data

P. Bajardi, M. Delfino, A. Panisson, G. Petri, M. Tizzoni

EPJ Data Science 4:3 (2015)

Evolutionary dynamics of time-resolved social interactions

A. Cardillo, G. Petri, V. Nicosia, R. Sinatra, J. Gomez-Gardenes, V. Latora

Phys. Rev. E 90, 052825 (2014)

Temporal stability of network partitions

G. Petri, P. Expert

Phys. Rev. E 90 (2014)

Homological scaffolds of brain functional networks

G. Petri, P. Expert, F. Turkheimer, R. Carhart-Harris, D. Nutt, P. J. Hellyer, F. Vaccarino

J. R. Soc. Interface 11 (2014)

jHoles: A Tool for Understanding Biological Complex Networks via Clique Weight Rank Persistent Homology

J. Binchi, E. Merelli, M. Rucco, G. Petri, F. Vaccarino

Electronic Notes in Theoretical Computer Science 306 (2014)

Network Science, Topology

Entangled communities and spatial synchronization lead to criticality in urban traffic

G. Petri, P. Expert, H. J. Jensen, J. W. Polak

Scientific Reports Article number:1798 (2013)

Complex Systems, Mathematics of complex systems, Mobility, Social Systems

Topological strata of weighted complex networks

G. Petri, M. Scolamiero, I. Donato, F. Vaccarino

PLoS ONE 8(6): e66506 (2013)

Understanding mobility in a social petri dish

M. Szell, R. Sinatra, G. Petri, S. Thurner, V. Latora

Scientific Reports 2 (2012)

Mathematics of complex systems, Mobility, Social Dynamics

Networks and cycles: a persistent homology approach to complex networks

G. Petri, M. Scolamiero, I. Donato, F. Vaccarino

Proceedings of the European Conference on Complex Systems 2012 (2012)

Decimation of fast states and and weak nodes: topological variation through persistent homology

I. Donato, G. Petri, M. Scolamiero, F. Vaccarino

Proceedings of the European Conference on Complex Systems 2012 (2012)