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Advanced Data Analysis in Neuroscience : Integrating Statistical and Computational Models / Daniel Durstewitz
Advanced Data Analysis in Neuroscience : Integrating Statistical and Computational Models / Daniel Durstewitz
Autore Durstewitz, Daniel
Pubbl/distr/stampa Cham, : Springer, 2017
Descrizione fisica xxv, 292 p. : ill. ; 24 cm
Soggetto topico 92C20 - Neural biology [MSC 2020]
62R07 - Statistical aspects of big data and data science [MSC 2020]
68T09 - Computational aspects of data analysis and big data [MSC 2020]
Soggetto non controllato Bootstrap methods
Change point analysis
Clustering
Dimensionality reduction
Machine learning
Multiple testing
Multivariate maps and recurrent neural networks
Multivariate statistics
Neural time series
Nonlinear dynamical systems
Nonlinear oscillations
Nonparametric time series modeling
Principal component analysis
Reconstructing state spaces from experimental data
Statistical methods in neuroscience
Statistical parameter estimation
Unsupervised clustering
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Titolo uniforme
Record Nr. UNICAMPANIA-VAN0123545
Durstewitz, Daniel  
Cham, : Springer, 2017
Materiale a stampa
Lo trovi qui: Univ. Vanvitelli
Opac: Controlla la disponibilità qui
Advanced Data Analysis in Neuroscience : Integrating Statistical and Computational Models / Daniel Durstewitz
Advanced Data Analysis in Neuroscience : Integrating Statistical and Computational Models / Daniel Durstewitz
Autore Durstewitz, Daniel
Pubbl/distr/stampa Cham, : Springer, 2017
Descrizione fisica xxv, 292 p. : ill. ; 24 cm
Soggetto topico 62R07 - Statistical aspects of big data and data science [MSC 2020]
68T09 - Computational aspects of data analysis and big data [MSC 2020]
92C20 - Neural biology [MSC 2020]
Soggetto non controllato Bootstrap methods
Change point analysis
Clustering
Dimensionality reduction
Machine learning
Multiple testing
Multivariate maps and recurrent neural networks
Multivariate statistics
Neural time series
Nonlinear dynamical systems
Nonlinear oscillations
Nonparametric time series modeling
Principal component analysis
Reconstructing state spaces from experimental data
Statistical methods in neuroscience
Statistical parameter estimation
Unsupervised clustering
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Titolo uniforme
Record Nr. UNICAMPANIA-VAN00123545
Durstewitz, Daniel  
Cham, : Springer, 2017
Materiale a stampa
Lo trovi qui: Univ. Vanvitelli
Opac: Controlla la disponibilità qui