People

Giovanni Petri

Research Leader

Fields of study:
Mathematics of Complex Systems

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

Publications

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 / 1 (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 (2019)

On the predictability of infectious disease outbreaks

S. Scarpino, G. Petri
Nature communications 10 / 1 (2019)

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)

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)

Simplicial Activity Driven Model

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. 2):244-60. (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)

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)

Temporal stability of network partitions

G. Petri, P. Expert
Phys. Rev. E 90 (2014)

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)

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)

Topological strata of weighted complex networks

G. Petri, M. Scolamiero, I. Donato, F. Vaccarino
PLoS ONE 8(6): e66506 (2013)

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)