Juan Piccinini
Overview
Explore the profile of Juan Piccinini including associated specialties, affiliations and a list of published articles.
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Articles
5
Citations
61
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Recent Articles
1.
Sanz Perl Y, Pallavicini C, Piccinini J, Demertzi A, Bonhomme V, Martial C, et al.
Cell Rep
. 2023 May;
42(5):112491.
PMID: 37171963
Brain states are frequently represented using a unidimensional scale measuring the richness of subjective experience (level of consciousness). This description assumes a mapping between the high-dimensional space of whole-brain configurations...
2.
Piccinini J, Deco G, Kringelbach M, Laufs H, Sanz Perl Y, Tagliazucchi E
Cereb Cortex Commun
. 2022 Dec;
3(4):tgac045.
PMID: 36479448
Human behavior and cognitive function correlate with complex patterns of spatio-temporal brain dynamics, which can be simulated using computational models with different degrees of biophysical realism. We used a data-driven...
3.
Piccinini J, Ipinna I, Laufs H, Kringelbach M, Deco G, Sanz Perl Y, et al.
Chaos
. 2021 Mar;
31(2):023127.
PMID: 33653038
An outstanding open problem in neuroscience is to understand how neural systems are capable of producing and sustaining complex spatiotemporal dynamics. Computational models that combine local dynamics with in vivo...
4.
Sanz Perl Y, Bocaccio H, Perez-Ipina I, Zamberlan F, Piccinini J, Laufs H, et al.
Phys Rev Lett
. 2020 Dec;
125(23):238101.
PMID: 33337222
We consider the problem of encoding pairwise correlations between coupled dynamical systems in a low-dimensional latent space based on few distinct observations. We use variational autoencoders (VAEs) to embed temporal...
5.
Cofre R, Herzog R, Mediano P, Piccinini J, Rosas F, Sanz Perl Y, et al.
Brain Sci
. 2020 Sep;
10(9).
PMID: 32927678
The scope of human consciousness includes states departing from what most of us experience as ordinary wakefulness. These constitute a prime opportunity to study how global changes in brain activity...