By Terry Bossomaier,Lionel Barnett,Michael Harré,Joseph T. Lizier
This ebook considers a comparatively new metric in complicated structures, move entropy, derived from a sequence of measurements, frequently a time sequence. After a qualitative advent and a bankruptcy that explains the foremost principles from statistics required to appreciate the textual content, the authors then current info thought and move entropy intensive. A key function of the strategy is the authors' paintings to teach the connection among info circulation and complexity. The later chapters reveal details move in canonical structures, and functions, for instance in neuroscience and in finance.
The booklet can be of price to complicated undergraduate and graduate scholars and researchers within the components of machine technological know-how, neuroscience, physics, and engineering.
Read or Download An Introduction to Transfer Entropy: Information Flow in Complex Systems PDF
Similar mathematical physics books
This booklet introduces the overall concept of relativity and comprises purposes to cosmology. The ebook offers a radical creation to tensor calculus and curved manifolds. After the required mathematical instruments are brought, the authors supply a radical presentation of the speculation of relativity.
This lawsuits quantity incorporates a number of papers awarded on the Fourth foreign convention on excessive functionality clinical Computing held on the Hanoi Institute of arithmetic, Vietnamese Academy of technology and know-how (VAST), March 2-6, 2009. The conference was geared up by means of the Hanoi Institute of arithmetic, the Interdisciplinary middle for clinical Computing (IWR), Heidelberg, and its Heidelberg Graduate college of Mathematical and Computational tools for the Sciences, and Ho Chi Minh urban collage of know-how.
Fluctuating parameters seem in numerous actual structures and phenomena. they often come both as random forces/sources, or advecting velocities, or media (material) parameters, like refraction index, conductivity, diffusivity, and so forth. versions evidently render to statistical description, the place random procedures and fields show the enter parameters and recommendations.
North-Holland sequence in utilized arithmetic and Mechanics, quantity 6: creation to Spectral thought in Hilbert house makes a speciality of the mechanics, rules, and techniques eager about spectral thought in Hilbert house. The book first elaborates at the notion and particular geometry of Hilbert house and bounded linear operators.
- Non-Classical Continuum Mechanics: A Dictionary (Advanced Structured Materials)
- Interacting Multiagent Systems: Kinetic equations and Monte Carlo methods
- Quantitative Mineral Resource Assessments: An Integrated Approach
- Vibration Measurement and Analysis
- Discrete Mathematical Structures
Additional resources for An Introduction to Transfer Entropy: Information Flow in Complex Systems
An Introduction to Transfer Entropy: Information Flow in Complex Systems by Terry Bossomaier,Lionel Barnett,Michael Harré,Joseph T. Lizier