People
Giovanni Petri
Senior Research Scientist
Fields of study:
Mathematics of Complex Systems
Home Page: lordgrilo.github.io
giovanni.petri<at>isi<dot>it
giovanni.petri<at>isi<dot>it
Publications
Simplicial and topological descriptions of human brain dynamics
Network Neuroscience (2021)
Topological limits to the parallel processing capability of network architectures
Nature Physics (2021)
Generating dynamical neuroimaging spatiotemporal representations (DyNeuSR) using topological data analysis
Network Neuroscience 3 (3) (2019)
Topological gene expression networks recapitulate brain anatomy and function
Network Neuroscience 3, 3 (2019)
Differences in EMG Feature Space between Able-Bodied and Amputee Subjects for Myoelectric Control
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?
Brain and behavior 9, 6 e01277 (2019)
On the predictability of infectious disease outbreaks
Nature communications 10, 898 (2019)
Topology highlights mesoscopic functional equivalence between imagery and perception
International Journal of Phychophysiology 131 S27-S28 (2018)
Topological Data Analysis of Biomedical Big Data
Signal Processing and Machine Learning for Biomedical Big Data. CRC Press, 2018 (2018)
Simplicial Activity Driven Model
Physical Review Letters 121, 228301 (2018)
Analysis of big data in gait biomechanics: current trends and future direction
Journal of medical and biological engineering. 38:2 (2018)
Navigating features: a topologically informed chart of electromyographic features space
Journal of The Royal Society Interface 14 (137) (2017)
Resting-State fMRI Functional Connectivity: Big Data Preprocessing Pipelines and Topological Data Analysis
IEEE Transactions on Big Data 14, 8 (2017)
Construction of and efficient sampling from the simplicial configuration model
Phys. Rev. E 96, 3 (2017)
Insights into Brain Architectures from the Homological Scaffolds of Functional Connectivity Networks
Front. Syst. Neurosci. 10/85 (2016)
Unveiling patterns of international communities in a global city using mobile phone data
EPJ Data Science 4:3 (2015)
Temporal stability of network partitions
Phys. Rev. E 90 (2014)
Evolutionary dynamics of time-resolved social interactions
Phys. Rev. E 90, 052825 (2014)
jHoles: A Tool for Understanding Biological Complex Networks via Clique Weight Rank Persistent Homology
Electronic Notes in Theoretical Computer Science 306 (2014)
Entangled communities and spatial synchronization lead to criticality in urban traffic
Scientific Reports Article number:1798 (2013)
Networks and cycles: a persistent homology approach to complex networks
Proceedings of the European Conference on Complex Systems 2012 (2012)
Decimation of fast states and and weak nodes: topological variation through persistent homology
Proceedings of the European Conference on Complex Systems 2012 (2012)