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4 articles related to "Algebraic Topology"

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Articles

Original Research

Published on 23 Feb 2024

Topological features of spike trains in recurrent spiking neural networks that are trained to generate spatiotemporal patterns

Oleg Maslennikov
Matjaž Perc
Vladimir Nekorkin

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1363514

6,294 views
15 citations

Original Research

Published on 23 Aug 2022

A simplicial analysis of the fMRI data from human brain dynamics under functional cognitive tasks

in Networks in the Brain System

Rabindev Bishal
Sarika Cherodath
Nandini Chatterjee Singh
Neelima Gupte

Frontiers in Network Physiology

doi 10.3389/fnetp.2022.924446

1,993 views
5 citations

Methods

Published on 01 Mar 2021

A Persistent Homology Approach to Heart Rate Variability Analysis With an Application to Sleep-Wake Classification

in Computational Physiology and Medicine

Yu-Min Chung
Chuan-Shen Hu
Yu-Lun Lo
Hau-Tieng Wu

Frontiers in Physiology

doi 10.3389/fphys.2021.637684

9,301 views
45 citations

Review

Published on 18 Aug 2025

Automatic detection and prediction of epileptic EEG signals based on nonlinear dynamics and deep learning: a review

in Neural Technology

Shixiao Tan
Zhen Tang
Qiang He
Ying Li
Yuliang Cai
Jiawei Zhang
Di Fan
Zhenkai Guo

Frontiers in Neuroscience

doi 10.3389/fnins.2025.1630664

7,467 views
6 citations