000			03063nam a22006015i 4500
001			978-3-319-43222-9
003			DE-He213
005			20200421112042.0
007			cr nn 008mamaa
008			161115s2016 gw | s |||| 0|eng d
020			_a9783319432229 _9978-3-319-43222-9
024	7		_a10.1007/978-3-319-43222-9 _2doi
050		4	_aQ334-342
050		4	_aTJ210.2-211.495
072		7	_aUYQ _2bicssc
072		7	_aTJFM1 _2bicssc
072		7	_aCOM004000 _2bisacsh
082	0	4	_a006.3 _223
100	1		_aBossomaier, Terry. _eauthor.
245	1	3	_aAn Introduction to Transfer Entropy _h[electronic resource] : _bInformation Flow in Complex Systems / _cby Terry Bossomaier, Lionel Barnett, Michael Harr�e, Joseph T. Lizier.
264		1	_aCham : _bSpringer International Publishing : _bImprint: Springer, _c2016.
300			_aXXIX, 190 p. 24 illus., 21 illus. in color. _bonline resource.
336			_atext _btxt _2rdacontent
337			_acomputer _bc _2rdamedia
338			_aonline resource _bcr _2rdacarrier
347			_atext file _bPDF _2rda
505	0		_aIntroduction -- Statistical Preliminaries -- Information Theory -- Transfer Entropy -- Information Transfer in Canonical Systems -- Information Transfer in Financial Markets -- Miscellaneous Applications of Transfer Entropy -- Concluding Remarks.
520			_aThis 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.
650		0	_aComputer science.
650		0	_aNeurosciences.
650		0	_aComputers.
650		0	_aArtificial intelligence.
650		0	_aSystem theory.
650		0	_aApplied mathematics.
650		0	_aEngineering mathematics.
650	1	4	_aComputer Science.
650	2	4	_aArtificial Intelligence (incl. Robotics).
650	2	4	_aAppl.Mathematics/Computational Methods of Engineering.
650	2	4	_aComplex Systems.
650	2	4	_aNeurosciences.
650	2	4	_aTheory of Computation.
650	2	4	_aStatistical Physics and Dynamical Systems.
700	1		_aBarnett, Lionel. _eauthor.
700	1		_aHarr�e, Michael. _eauthor.
700	1		_aLizier, Joseph T. _eauthor.
710	2		_aSpringerLink (Online service)
773	0		_tSpringer eBooks
776	0	8	_iPrinted edition: _z9783319432212
856	4	0	_uhttp://dx.doi.org/10.1007/978-3-319-43222-9
912			_aZDB-2-SCS
942			_cEBK
999			_c56682 _d56682