Advanced Data Analysis in Neuroscience : Integrating Statistical and Computational Models / Daniel Durstewitz

• Autore: Durstewitz, Daniel
• Pubblicazione: Cham, : Springer, 2017
• Titolo uniforme: Advanced Data Analysis in Neuroscience : Integrating Statistical and Computational Models
• 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
• Titolo autorizzato: Advanced Data Analysis in Neuroscience : Integrating Statistical and Computational Models
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: VAN00123545
• Lo trovi qui: Univ. Vanvitelli
• Localizzazioni e accesso elettronico: http://doi.org/10.1007/978-3-319-59976-2
• Serie: Bernstein Series in Computational Neuroscience Berlin [etc.] . -Springer