Browsing by Author "Bocaccio, Hernán"

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  • Sanz Perl, Yonatan; Bocaccio, Hernán; Pérez-Ipiña, Ignacio; Zamberlán, Federico; Piccinini, Juan; Laufs, Helmut; Kringelbach, Morten L.; Deco, Gustavo; Tagliazucchi, Enzo (American Physical Society, 2020)
    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 ...
  • Sanz Perl, Yonatan; Bocaccio, Hernán; Pallavicini, Carla; Pérez-Ipiña, Ignacio; Laureys, Steven; Laufs, Helmut; Kringelbach, Morten L.; Deco, Gustavo; Tagliazucchi, Enzo (American Physical Society, 2021)
    The cognitive functions of human and nonhuman primates rely on the dynamic interplay of distributed neural assemblies. As such, it seems unlikely that cognition can be supported by macroscopic brain dynamics at the proximity ...

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