Information geometry and its applications / Shun-ichi Amari

• Autore: Amari, Shun-Ichi
• Pubblicazione: [Tokyo], : Springer, 2016
• Titolo uniforme: Information geometry and its applications
• Descrizione fisica: XIII, 373 p. : ill. ; 24 cm
• Soggetto topico: 94-XX - Information and communication theory, circuits [MSC 2020]; 53-XX - Differential geometry [MSC 2020]; 62B10 - Statistical aspects of information-theoretic topics [MSC 2020]; 94A17 - Measures of information, entropy [MSC 2020]; 62-XX - Statistics [MSC 2020]; 68T05 - Learning and adaptive systems in artificial intelligence [MSC 2020]; 52B10 - Three-dimensional polytopes [MSC 2020]; 53B05 - Linear and affine connections [MSC 2020]; 62E10 - Characterization and structure theory of statistical distributions [MSC 2020]; 94A15 - Information theory (general) [MSC 2020]; 62M10 - Time series, auto-correlation, regression, etc. in statistics (GARCH) [MSC 2020]; 62H30 - Classification and discrimination; cluster analysis (statistical aspects) [MSC 2020]; 62F12 - Asymptotic properties of parametric estimators [MSC 2020]
• Soggetto non controllato: Dual differential geometry; Information Geometry; Machine learning; Mathematical neuroscience; Natural gradient learning; Signal processing
• Titolo autorizzato: Information geometry and its applications
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: VAN0114879
• Lo trovi qui: Univ. Vanvitelli
• Localizzazioni e accesso elettronico: http://dx.doi.org/10.1007/978-4-431-55978-8
• Serie: Applied mathematical sciences Berlin [etc] . -Springer ; 194