People
Giovanni Petri
Senior Research Scientist
Senior Research Scientist
Fields Of StudyMathematics of Complex Systems
Home Page: lordgrilo.github.io
giovanni.petri<at>isi<dot>it
Publications
Social and asocial learning in zebrafish are encoded by a shared brain network that is differentially modulated by local activation
Júlia S. Pinho, Vincent Cunliffe, Kyriacos Kareklas, Giovanni Petri, Rui F. Oliveira
Communications Biology6, 633 (2023)
Simplicially driven simple contagion
Maxime Lucas, Iacopo Iacopini, Thomas Robiglio, Alain Barrat, Giovanni Petri
Physical Review Research5, 013201 (2023)
Evolutionarily conserved role of oxytocin in social fear contagion in zebrafish
Ibukun Akinrinade, Kyriacos Kareklas, Magda C. Teles, Thais K. Reis, Michael Gliksberg, Giovanni Petri, Gil Levkowitz, Rui F. Oliveira
Science379, 6638, 1232-1237 (2023)
Effective Higher-Order Link Prediction and Reconstruction From Simplicial Complex Embeddings
Simone Piaggesi, André Panisson, Giovanni Petri
PMLR - Proceedings of the First Learning on Graphs Conference (LoG 2022)198(55), 1-17 (2022)
Connecting Hodge and Sakaguchi-Kuramoto through a mathematical framework for coupled oscillators on simplicial complexes
Alexis Arnaudon, Robert L. Peach, Giovanni Petri, Paul Expert
Communications Physics5(211), (2022)
Toward understanding the communication in sperm whales
Jacob Andreas, Gašper Beguš, Michael M. Bronstein, Roee Diamant, Denley Delaney, Shane Gero, Shafi Goldwasser, David F. Gruber, Sarah De Haas, Peter Malkin, Nikolay Pavlov, Roger Payne, Giovanni Petri, Daniela Rus, Pratyusha Sharma, Dan Tchernov, Pernille Tønnesen, Antonio Torralba, , Robert J. Wood
iScience25(6), 104393 (2022)
Higher-Order Description of Brain Function
Paul Expert, Giovanni Petri
Higher-Order Systems 401–415 (2022)
Group interactions modulate critical mass dynamics in social convention
Iacopo Iacopini, Giovanni Petri, Andrea Baronchelli, Alain Barrat
Communications Physics5(64), (2022)
Sex Differences in Aggression Are Paralleled by Differential Activation of the Brain Social Decision-Making Network in Zebrafish
María Florencia Scaia, Ibukun Akinrinade, Giovanni Petri, Rui F. Oliveira
Frontiers in Behavioral Neuroscience16, 784835 (2022)
Influential groups for seeding and sustaining nonlinear contagion in heterogeneous hypergraphs
Guillaume St-Onge, Iacopo Iacopini, Vito Latora, Alain Barrat, Giovanni Petri, Antoine Allard, Laurent Hébert-Dufresne
Communications Physics5(25), (2022)
Topological Features of Electroencephalography are Robust to Re-referencing and Preprocessing
Jacob Billings, Ruxandra Tivadar, Micah M. Murray, Benedetta Franceschiello, Giovanni Petri
Brain Topography35, 79–95 (2022)
Developmental effects of oxytocin neurons on social affiliation and processing of social information
Ana Rita Nunes, Michael Gliksberg, Susana A. M. Varela, Magda C. Teles, Einav Wircer, Janna Blechman, Giovanni Petri, Gil Levkowitz, Rui F. Oliveira
JNeurosci (The Journal of Neuroscience)41(42), 8742-8760 (2021)
The physics of higher-order interactions in complex systems
Federico Battiston, Enrico Amico, Alain Barrat, Ginestra Bianconi, Guilherme Ferraz de Arruda, Benedetta Franceschiello, Iacopo Iacopini, Sonia Kéfi, Vito Latora, Yamir Moreno, Micah M. Murray, Tiago De Paula Peixoto, Francesco Vaccarino, Giovanni Petri
Nature Physics17, 1093–1098 (2021)
Linear and Nonlinear Quantitative EEG Analysis during Neutral Hypnosis following an Opened/Closed Eye Paradigm
Gianluca Rho, Alejandro Luis Callara, Giovanni Petri, Mimma Nardelli, Enzo Pasquale Scilingo, Alberto Greco, Vilfredo De Pascalis
Simmetry13(8), 1423 (2021)
Hypergraph reconstruction from network data
Jean-Gabriel Young, Giovanni Petri, Tiago De Paula Peixoto
Communications Physics4, 135 (2021)
Simplicial and topological descriptions of human brain dynamics
Jacob Billings, Manish Saggar, Jaroslav Hlinka, Shella Keilholz, Giovanni Petri
Network Neuroscience5(2), 549-568 (2021)
Homological scaffold via minimal homology bases
Marco Guerra, Alessandro De Gregorio, Ulderico Fugacci, Giovanni Petri, Francesco Vaccarino
Scientific Reports11, 5355 (2021)
Topological limits to the parallel processing capability of network architectures
Giovanni Petri, Sebastian Musslick, Biswadip Dey, Kayhan Özcimder, David Turner, Nesreen K. Ahmed, Theodore L. Willke, Jonathan D. Cohen
Nature Physics17, 646–651 (2021)
Networks beyond pairwise interactions: structure and dynamics
Federico Battiston, Giulia Cencetti, Iacopo Iacopini, Vito Latora, , Alice Patania, Jean-Gabriel Young, Giovanni Petri
Physics Reports874, 1-92 (2020)
Social contagion models on hypergraphs
Guilherme Ferraz de Arruda, Giovanni Petri, Yamir Moreno
Physical Review Research2, 2, 023032 (2020)
Impact of the distribution of recovery rates on disease spreading in complex networks
Guilherme Ferraz de Arruda, Giovanni Petri, Francisco Aparecido Rodrigues, Yamir Moreno
Physical Review Research2, 013046 (2020)
Topology highlights mesoscopic functional equivalence between imagery and perception
Esther Ibañez Marcelo, Lisa Campioni, Angkoon Phinyomark, Giovanni Petri, Enrica L. Santarcangelo
NeuroImage200, 437-449 (2019)
Topology highlights mesoscopic functional equivalence between imagery and perception: The case of hypnotizability
Esther Ibañez Marcelo, Lisa Campioni, Angkoon Phinyomark, Giovanni Petri, Enrica L. Santarcangelo
NeuroImage200, 437-449 (2019)
Editorial: Topological Neuroscience
Paul Expert, Louis-David Lord, Morten L. Kringelbach, Giovanni Petri
Network Neuroscience3, 3, 653-655 (2019)
Topological gene expression networks recapitulate brain anatomy and function
Alice Patania, Pierluigi Selvaggi, Mattia Veronese, Ottavia Dipasquale, Paul Expert, Giovanni Petri
Network Neuroscience3, 3, 744-762 (2019)
Generating dynamical neuroimaging spatiotemporal representations (DyNeuSR) using topological data analysis
Caleb Geniesse, Olaf Sporns, Giovanni Petri, Manish Saggar
Network Neuroscience3 (3), 763-778 (2019)
Simplicial models of social contagion
Iacopo Iacopini, Giovanni Petri, Alain Barrat, Vito Latora
Nature Communications10, 2485 (2019)
Differences in EMG Feature Space between Able-Bodied and Amputee Subjects for Myoelectric Control
Evan Campbell, Angkoon Phinyomark, Ali H. Al-Timemy, Rami N. Khushaba, Giovanni Petri, Erik Scheme
9th International IEEE/EMBS Conference on Neural Engineering (NER) 33-36 (2019)
Spectral and topological analyses of the cortical representation of the head position: Does hypnotizability matter?
Esther Ibañez Marcelo, Lisa Campioni, Diego Manzoni, Enrica L. Santarcangelo, Giovanni Petri
Brain and Behavior9, 6 , e01277 (2019)
On the predictability of infectious disease outbreaks
Samuel V. Scarpino, Giovanni Petri
Nature Communications10, 898, 1-8 (2019)
Simplicial Activity Driven Model
Giovanni Petri, Alain Barrat
Physical Review Letters121, 228301 (2018)
Topological Data Analysis of Biomedical Big Data
Angkoon Phinyomark, Esther Ibañez Marcelo, Giovanni Petri
Signal Processing and Machine Learning for Biomedical Big Data 25 (2018)
Navigating features: a topologically informed chart of electromyographic features space
Angkoon Phinyomark, Rami N. Khushaba, Esther Ibañez Marcelo, Alice Patania, Erik Scheme, Giovanni Petri
Journal of The Royal Society Interface14 , 20170734 (2017)
Resting-State fMRI Functional Connectivity: Big Data Preprocessing Pipelines and Topological Data Analysis
Angkoon Phinyomark, Esther Ibañez Marcelo, Giovanni Petri
IEEE Transactions on Big Data3, 4, 415-428 (2017)
Construction of and efficient sampling from the simplicial configuration model
Jean-Gabriel Young, Giovanni Petri, Francesco Vaccarino, Alice Patania
Physical Review E96, 032312 (2017)
The shape of collaborations
Alice Patania, Giovanni Petri, Francesco Vaccarino
EPJ Data Science6, 18 (2017)
Analysis of Big Data in Gait Biomechanics: Current Trends and Future Directions
Angkoon Phinyomark, Giovanni Petri, Esther Ibañez Marcelo, Sean T. Osis, Reed Ferber
Journal of Medical and Biological Engineering38, 244-260 (2017)
Analysis of big data in gait biomechanics: current trends and future direction
Angkoon Phinyomark, Giovanni Petri, Esther Ibañez Marcelo, Sean T. Osis, Reed Ferber
Journal of Medical and Biological Engineering38, 244-260 (2017)
Topological analysis of data
Alice Patania, Francesco Vaccarino, Giovanni Petri
EPJ Data Science6, 7, (2017)
Insights into Brain Architectures from the Homological Scaffolds of Functional Connectivity Networks
Louis-David Lord, Paul Expert, Henrique M. Fernandes, Giovanni Petri, Tim J. Van Hartevelt, Francesco Vaccarino, Gustavo Deco, Federico Turkheimer, Morten L. Kringelbach
Frontiers in Systems Neuroscience10(85), (2016)
Persistent homology analysis of phase transitions
Irene Donato, Matteo Gori, Marco Pettini, Giovanni Petri, Sarah De Nigris, Roberto Franzosi, Francesco Vaccarino
Phisical Review E93(5), 052138 (2016)
Unveiling patterns of international communities in a global city using mobile phone data
Paolo Bajardi, Matteo Delfino, André Panisson, Giovanni Petri, Michele Tizzoni
EPJ Data Science4, 3 (2015)
Homological scaffolds of brain functional networks
Giovanni Petri, Paul Expert, Federico Turkheimer, Robin Carhart-Harris, David Nutt, Peter J. Hellyer, Francesco Vaccarino
Journal of the Royal Society Interface11(101), 20140873 (2014)
Evolutionary dynamics of time-resolved social interactions
Alessio Cardillo, Giovanni Petri, Vincenzo Nicosia, Roberta Sinatra, Jesús Gómez-Gardeñes, Vito Latora
Physical Review E90, 052825 (2014)
Homological scaffolds of brain functional networks
Francesco Vaccarino, Giovanni Petri, Robin Carhart-Harris, David Nutt, Peter J. Hellyer, Federico Turkheimer, Paul Expert
J. R. Soc. Interface11, 101 (2014)
Temporal stability of network partitions
Giovanni Petri, Paul Expert
Physical Review E90, 022813 (2014)
jHoles: A Tool for Understanding Biological Complex Networks via Clique Weight Rank Persistent Homology
Jacopo Binchi, Emanuela Merelli, Matteo Rucco, Giovanni Petri, Francesco Vaccarino
Electronic Notes in Theoretical Computer Science306, 5–18 (2014)
Entangled communities and spatial synchronization lead to criticality in urban traffic
Giovanni Petri, Paul Expert, Henrik J. Jensen, John W. Polak
Scientific Reports3, 1798 (2013)
Topological strata of weighted complex networks
Giovanni Petri, Martina Scolamiero, Irene Donato, Francesco Vaccarino
PLoS ONE8(6), e66506 (2013)
Understanding mobility in a social petri dish
Michael Szell, Roberta Sinatra, Giovanni Petri, Stefan Thurner, Vito Latora
Scientific Reports2, 457 (2012)
Networks and cycles: a persistent homology approach to complex networks
Giovanni Petri, Martina Scolamiero, Irene Donato, Francesco Vaccarino
Proceedings of the European Conference on Complex Systems 2012 93–99 (2012)
Decimation of fast states and and weak nodes: topological variation through persistent homology
Irene Donato, Giovanni Petri, Martina Scolamiero, Lamberto Rondoni, Francesco Vaccarino
Proceedings of the European Conference on Complex Systems 2012 295–301 (2012)
Social and asocial learning in zebrafish are encoded by a shared brain network that is differentially modulated by local activation
Júlia S. Pinho, Vincent Cunliffe, Kyriacos Kareklas, Giovanni Petri, Rui F. Oliveira
Communications Biology6, 633 (2023)
Simplicially driven simple contagion
Maxime Lucas, Iacopo Iacopini, Thomas Robiglio, Alain Barrat, Giovanni Petri
Physical Review Research5, 013201 (2023)
Evolutionarily conserved role of oxytocin in social fear contagion in zebrafish
Ibukun Akinrinade, Kyriacos Kareklas, Magda C. Teles, Thais K. Reis, Michael Gliksberg, Giovanni Petri, Gil Levkowitz, Rui F. Oliveira
Science379, 6638, 1232-1237 (2023)