A unified framework for information integration based on information geometry
نویسندگان
چکیده
Masafumi Oizumi, Naotsugu Tsuchiya, and Shun-ichi Amari 1 RIKEN Brain Science Institute, Wako, Saitama 351-0198, Japan 2 School of Psychological Sciences, Faculty of Biomedical and Psychological Sciences, Monash University, Clayton, Victoria 3800, Australia 3 Monash Institute of Cognitive and Clinical Neuroscience, Monash University, Clayton, Victoria 3800, Australia 4 Advanced Telecommunications Research Institute International, Keihanna Science City, Kyoto 619-0288, Japan (Dated: October 16, 2015)
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Assessment of causal influences is a ubiquitous and important subject across diverse research fields. Drawn from consciousness studies, integrated information is a measure that defines integration as the degree of causal influences among elements. Whereas pairwise causal influences between elements can be quantified with existing methods, quantifying multiple influences among many elements pose...
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ورودعنوان ژورنال:
- CoRR
دوره abs/1510.04455 شماره
صفحات -
تاریخ انتشار 2015