ICTS:31572

Video URL

TL I: Dynamical Systems and artificial intelligence applied to data modelling in biological problems

TL I: Dynamical Systems and artificial intelligence applied to data modelling in biological problems

(2025). TL I: Dynamical Systems and artificial intelligence applied to data modelling in biological problems. SciVideos. https://youtube.com/live/nv0cwS-s7js

TL I: Dynamical Systems and artificial intelligence applied to data modelling in biological problems. SciVideos, Apr. 20, 2025, https://youtube.com/live/nv0cwS-s7js 

          @misc{ scivideos_ICTS:31572,
            doi = {},
            url = {https://youtube.com/live/nv0cwS-s7js},
            author = {},
            keywords = {},
            language = {en},
            title = {TL I: Dynamical Systems and artificial intelligence applied to data modelling in biological problems},
            publisher = {},
            year = {2025},
            month = {apr},
            note = {ICTS:31572 see, \url{https://scivideos.org/index.php/icts-tifr/31572}}
          }
Gabriel Mindlin
Talk numberICTS:31572
Source RepositoryICTS-TIFR
Collection

Abstract

Nonlinear dynamics aims to elucidate the basic mechanisms necessary to reflect the temporal behavior of a natural system. The data analysis and modeling techniques proposed by artificial intelligence (deep networks, computational reservoirs, recurrent networks, as examples), on the other hand, ostensibly resign the mechanistic vision for a data-oriented modeling paradigm.  In these lectures, these apparently antagonistic approaches will be analyzed in parallel, using as examples my work on the physics of birdsong production and vocal learning.