News & Highlights

Recent

22.4.19 - WoW! The Royal Society Publishing blog has posted a Q&A interview on our 2014 “homological scaffold” paper in Interface!

20.4.19 - “Spectral and topological analyses of the cortical representation of the head position: Does hypnotizability matter?” is now published on Brain&Behaviour. You can find it online here.

12.3.19 - I had the pleasure to talk about complexity and brain connectivity in front of broad audience at Circolo dei Lettori in the context of the Brain Awareness Week 2019. Slides are available here (without videos though).

6.3.19 - I am giving a talk at IGC Lisbon on the relevance of TDA for biological sciences! Slides will be posted here.

Past

25.2.19 - Our paper on spectral and topological features of EEG during head rotation was accepted on Brain&Behaviour! Preprint available on Bioarxiv here.

22.2.19 - My paper with Sam Scarpino on the predictability of epidemic outbreak is published on Nature Communications. Check it out here!.

20.2.19 - New website updated, finally!

26.01.19 - I gave a crash course on Topological Data Analysis at the Applied Machine Learning Days in Lausanne. Slides and notebooks are available here.

29.11.18 - The paper on the Simplicial Activity Driven model with A. Barrat is now published in PRL, check it out here.

Recent Publications

Infectious disease outbreaks recapitulate biology: they emerge from the multi-level interaction of hosts, pathogens, and their shared …

We present the first EEG evidence of topological equivalence between functional network organization at intermediate and global scales …

We produce a topological chart of feature space and show that can be succesfully used for classification.

Resting state functional magnetic resonance imaging (rfMRI) can be used to measure functional connectivity and then identify brain …

We study the structure of scientific collaborations under the lens of topological data analysis. We show that it provides a natural …

The ability to learn tasks and generalize themis one of the most remarkable characteristics of general intelligence. So is the ability …

We provide a review of recent research and development in multivariate and machine learning methods-based gait analysis that can be …

Simplicial complexes are a popular way to describe multi-node interactions explicitly. We propose here a candidate to a principled null …

Against the rapidly evolving landscape of data science, topological data analysis (TDA) has carved itself a niche for the analysis of …

People

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