Information Geometry and Its Applications

• Main Author: Amari, Shun-ichi (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Tokyo : Springer Japan : Imprint: Springer, 2016.
• Edition: 1st ed. 2016.
• Series: Applied Mathematical Sciences, 194
• Subjects: Mathematics.; Computer science > Mathematics.; Computer mathematics.; Differential geometry.; Statistics.; Differential Geometry.; Mathematical Applications in Computer Science.; Statistical Theory and Methods.

This is the first comprehensive book on information geometry, written by the founder of the field. It begins with an elementary introduction to dualistic geometry and proceeds to a wide range of applications, covering information science, engineering, and neuroscience. It consists of four parts, whi...