Self-organized Cultured Neuronal Networks: Longitudinal Analysis and Modeling of the Underlying Network Structure

Autor: Inmaculada Leyva, Daniel de Santos-Sierra, Irene Sendiña-Nadal, Juan A. Almendral, Stefano Boccaletti

Publikováno v: SEMA SIMAI Springer Series ISBN: 9783030165840

This work analyzes the morphological evolution of assemblies of living neurons, as they self-organize from collections of separated cells into elaborated, clustered, networks. In particular, we introduce and implement a graph-based unsupervised segme

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::258eddf9b39ef4ae816af2b8b1c7b8e8
https://doi.org/10.1007/978-3-030-16585-7_4

Graph-based unsupervised segmentation algorithm for cultured neuronal networks' structure characterization and modeling

Autor: Amir Ayali, Daniel de Santos-Sierra, Carmen Sanchez-Avila, Juan A. Almendral, Irene Sendiña-Nadal, Sarit Anava, Stefano Boccaletti, Inmaculada Leyva

Publikováno v: Cytometry Part A. 87:513-523

Large scale phase-contrast images taken at high resolution through the life of a cultured neuronal network are analyzed by a graph-based unsupervised segmentation algorithm with a very low computational cost, scaling linearly with the image size. The

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::1a27697f48a60f64a3c2e7e94cc536fc
https://doi.org/10.1002/cyto.a.22591

Effects of spike anticipation on the spiking dynamics of neural networks

Autor: Mariano Alberto García-Vellisca, Abel Sanchez-Jimenez, José Antonio Villacorta-Atienza, Daniel de Santos-Sierra, Adrian Navas

Publikováno v: E-Prints Complutense: Archivo Institucional de la UCM
Universidad Complutense de Madrid
Frontiers in Computational Neuroscience
E-Prints Complutense. Archivo Institucional de la UCM
instname
Frontiers in Computational Neuroscience, Vol 9 (2015)

Synchronization is one of the central phenomena involved in information processing in living systems. It is known that the nervous system requires the coordinated activity of both local and distant neural populations. Such an interplay allows to merg

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::8c16c8bbe932a21a9b228ee692488a80

Supervised classification methods applied to keystroke dynamics through mobile devices

Autor: Ignacio de Mendizabal-Vazquez, Javier Guerra-Casanova, Carmen Sanchez-Avila, Daniel de Santos-Sierra

Publikováno v: ICCST

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::575d18bf29eabb904c5eb3c39a1d2381
https://doi.org/10.1109/ccst.2014.6987033

Emergence of small-world anatomical networks in self-organizing clustered neuronal cultures

Autor: Sarit Anava, Inmaculada Leyva, David Papo, Stefano Boccaletti, Juan A. Almendral, Amir Ayali, Irene Sendiña-Nadal, Daniel de Santos-Sierra

Publikováno v: PLoS ONE
PloS one 9 (2014): e85828. doi:10.1371/journal.pone.0085828
info:cnr-pdr/source/autori:Daniel de Santos-Sierra (1); Irene Sendiña-Nadal (1,2); Inmaculada Leyva (1,2); Juan A. Almendral (1,2); Sarit Anava (3); Amir Ayali (3); David Papo (1); Stefano Boccaletti (4,5)/titolo:Emergence of Small-World Anatomical Networks in Self-Organizing Clustered Neuronal Cultures/doi:10.1371%2Fjournal.pone.0085828/rivista:PloS one/anno:2014/pagina_da:e85828/pagina_a:/intervallo_pagine:e85828/volume:9
Plos One, ISSN 1932-6203, 2014-01, Vol. 9, No. 1
Archivo Digital UPM
Universidad Politécnica de Madrid
PLoS ONE, Vol 9, Iss 1, p e85828 (2014)

In vitro primary cultures of dissociated invertebrate neurons from locust ganglia are used to experimentally investigate the morphological evolution of assemblies of living neurons, as they self-organize from collections of separated cells into elabo

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::36b4b9b0c37fc5ebfcb25dc66e2f5104
https://pubmed.ncbi.nlm.nih.gov/24489675