199 citations · 377 across the 3 of their papers we have counts for
3 papers
Geometry of Information Integration
Shun-ichi Amari, Naotsugu Tsuchiya, Masafumi Oizumi
Information geometry is used to quantify the amount of information integration within multiple terminals of a causal dynamical system. Integrated information quantifies how much in…
A unified framework for information integration based on information geometry
Masafumi Oizumi, Naotsugu Tsuchiya, Shun-ichi Amari
We propose a unified theoretical framework for quantifying spatio-temporal interactions in a stochastic dynamical system based on information geometry. In the proposed framework, t…
Measuring integrated information from the decoding perspective
Masafumi Oizumi, Shun-ichi Amari, Toru Yanagawa +2
Accumulating evidence indicates that the capacity to integrate information in the brain is a prerequisite for consciousness. Integrated Information Theory (IIT) of consciousness pr…