The Fractal Geometry of the Brain by Antonio Di Ieva
By Antonio Di Ieva
Stories the main fascinating purposes of fractal research in neuroscience with a spotlight on present and destiny power, limits, benefits, and drawbacks. Will convey an realizing of fractals to clinicians and researchers additionally in the event that they shouldn't have a mathematical historical past, and may function an outstanding instrument for instructing the translational functions of computational versions to scholars and students of alternative disciplines. This finished assortment is equipped in 4 components: (1) fundamentals of fractal research; (2) purposes of fractals to the elemental neurosciences; (3) purposes of fractals to the medical neurosciences; (4) research software program, modeling and technique.
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Additional info for The Fractal Geometry of the Brain
To appreciate why “detail” is emphasized in this definition of a Df, imagine first a pattern with no detail, such as a simple line, upon which one zooms in many times to always see the same simple line—this is trivial, not fractal, scaling and what is commonly referred to as Euclidean geometry. In contrast, now imagine always seeing the same intricate pattern reproduced at every level of resolution—that is fractal scaling [23, 24]. 1 illustrates this distinction as well as differences between theoretical and practical self-similar scaling.
Different layers of newborn rat retina have distinct Dfs and altered oxygen exposure leads to histo-architectural 2 Box-Counting Fractal Analysis: A Primer for the Clinician 19 changes characterized by in some layers increased but in other layers decreased Dfs [87, 88]). 2 the scaling was known and easy to identify, in practice, scaling in biological phenomena is usually not so readily measured. 3 illustrates statistical scale invariance in membrane detail and branching patterns for two brain cells.
Jelinek Abstract This chapter lays out elementary principles of fractal geometry underpinning much of the rest of this book. It assumes minimal mathematical background, defines key principles and terms in context, and outlines the basics of a fractal analysis method known as box counting and how it is used to do fractal, lacunarity, and multifractal analyses. As a standalone reference, the chapter grounds the reader to be able to understand, evaluate, and apply essential methods to appreciate the exquisitely detailed fractal geometry of the brain.