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Books > Computing & IT > Applications of computing > Artificial intelligence
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An Introduction to Transfer Entropy - Information Flow in Complex Systems (Hardcover, 1st ed. 2016)
Loot Price: R4,569
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An Introduction to Transfer Entropy - Information Flow in Complex Systems (Hardcover, 1st ed. 2016)
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This book considers a relatively new metric in complex systems,
transfer entropy, derived from a series of measurements, usually a
time series. After a qualitative introduction and a chapter that
explains the key ideas from statistics required to understand the
text, the authors then present information theory and transfer
entropy in depth. A key feature of the approach is the authors'
work to show the relationship between information flow and
complexity. The later chapters demonstrate information transfer in
canonical systems, and applications, for example in neuroscience
and in finance. The book will be of value to advanced undergraduate
and graduate students and researchers in the areas of computer
science, neuroscience, physics, and engineering.
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