Does the brain behave like a (complex) network? I. Dynamics

D Papo, JM Buldú - Physics of Life Reviews, 2023 - Elsevier
Graph theory is now becoming a standard tool in system-level neuroscience. However,
endowing observed brain anatomy and dynamics with a complex network structure does not …

A hands-on tutorial on network and topological neuroscience

EGZ Centeno, G Moreni, C Vriend, L Douw… - Brain Structure and …, 2022 - Springer
The brain is an extraordinarily complex system that facilitates the optimal integration of
information from different regions to execute its functions. With the recent advances in …

Why we should use topological data analysis in ageing: towards defining the “topological shape of ageing”

T Fülöp, M Desroches, AA Cohen, FAN Santos… - Mechanisms of Ageing …, 2020 - Elsevier
Living systems are subject to the arrow of time; from birth, they undergo complex
transformations (self-organization) in a constant battle for survival, but inevitably ageing and …

The Euler characteristic as a topological marker for outbreaks in vector-borne disease

DB de Souza, EF dos Santos… - Journal of Statistical …, 2022 - iopscience.iop.org
Epidemic outbreaks represent a significant concern for the current state of global health,
particularly in Brazil, the epicentre of several vector-borne disease outbreaks and where …

Characterizing fluid dynamical systems using Euler characteristic surface and Euler metric

A Roy, RAI Haque, AJ Mitra, S Tarafdar, T Dutta - Physics of Fluids, 2023 - pubs.aip.org
Euler characteristic (χ)⁠, a topological invariant, helps to understand the topology of a
network or complex. We demonstrate that the multi-scale topological information of …

The Topological Behavior of Preferential Attachment Graphs

C Siu - arXiv preprint arXiv:2406.17619, 2024 - arxiv.org
We investigate the higher-order connectivity of scale-free networks using algebraic topology.
We model scale-free networks as preferential attachment graphs, and we study the …

Beyond Signal and Noise: Unraveling Scale Invariance in Neuroscience and Financial Networks with Topological Data Analysis

R Gisolf, FAN Santos, F Wierstra - arXiv preprint arXiv:2311.17912, 2023 - arxiv.org
This exploratory study delves into persistent homology, an integral component of TDA that
initially aimed at differentiating between signal and noise. We explore two methodologies for …

The Internal Topology of Rocks

G Korvin - Statistical Rock Physics, 2024 - Springer
Chapter Highlights We discuss the modern mathematical tools for studying the topology of
pore space. In Sect. 3.1. Minkowski functionals are introduced through the paradigm of Mark …

Discovering Secondary Protein Structures via Local Euler Curvature

RA Moreira, R Braddell, FAN Santos, T Fülöp… - bioRxiv, 2023 - biorxiv.org
Protein structure analysis and classification, which is fundamental for predicting protein
function, still poses formidable challenges in the fields of molecular biology, mathematics …

[PDF][PDF] Why we should use Topological Data Analysis in Ageing: towards defining the “Topological shape of ageing” Tamàs Fülöp1, Mathieu Desroches2, 3, Alan A …

S Rodrigues - core.ac.uk
Living systems are subject to the arrow of time; from birth, they undergo complex
transformations (self-organization) in a constant battle for survival, but inevitably ageing and …