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 …
endowing observed brain anatomy and dynamics with a complex network structure does not …
A hands-on tutorial on network and topological neuroscience
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 …
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”
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 …
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 …
particularly in Brazil, the epicentre of several vector-borne disease outbreaks and where …
Characterizing fluid dynamical systems using Euler characteristic surface and Euler metric
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 …
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 …
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 …
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 …
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 …
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 …
transformations (self-organization) in a constant battle for survival, but inevitably ageing and …