Information Decomposition of Target Effects from Multi-Source Interactions

• Κύριος συγγραφέας: Michael Wibral (Ed.) (auth)
• Άλλοι συγγραφείς: Joseph Lizier (Ed.) (auth), Nils Bertschinger (Ed.) (auth), Juergen Jost (Ed.) (auth)
• Μορφή: Ηλεκτρονική πηγή Κεφάλαιο βιβλίου
• Γλώσσα: Αγγλικά
• Έκδοση: MDPI - Multidisciplinary Digital Publishing Institute 2018
• Θέματα: Shannon information; synergy; shared information transfer entropy; information theory; mutual information; redundancy; information decomposition
• Διαθέσιμο Online: DOAB: download the publication; DOAB: description of the publication

Using Shannon information theory to analyse the contributions from two source variables to a target, for example, we can measure the information held by one source about the target, the information held by the other source about the target, and the information held by those sources together about th...