Literature DB >> 24362815

Fractals in the Neurosciences, Part I: General Principles and Basic Neurosciences.

Antonio Di Ieva1, Fabio Grizzi2, Herbert Jelinek3, Andras J Pellionisz4, Gabriele Angelo Losa5.   

Abstract

The natural complexity of the brain, its hierarchical structure, and the sophisticated topological architecture of the neurons organized in micronetworks and macronetworks are all factors contributing to the limits of the application of Euclidean geometry and linear dynamics to the neurosciences. The introduction of fractal geometry for the quantitative analysis and description of the geometric complexity of natural systems has been a major paradigm shift in the last decades. Nowadays, modern neurosciences admit the prevalence of fractal properties such as self-similarity in the brain at various levels of observation, from the microscale to the macroscale, in molecular, anatomic, functional, and pathological perspectives. Fractal geometry is a mathematical model that offers a universal language for the quantitative description of neurons and glial cells as well as the brain as a whole, with its complex three-dimensional structure, in all its physiopathological spectrums. For a holistic view of fractal geometry of the brain, we review here the basic concepts of fractal analysis and its main applications to the basic neurosciences.
© The Author(s) 2013.

Keywords:  brain; complexity; fractal analysis; fractal geometry; microglia; neuroanatomy; neuron; neurosciences

Year:  2013        PMID: 24362815     DOI: 10.1177/1073858413513927

Source DB:  PubMed          Journal:  Neuroscientist        ISSN: 1073-8584            Impact factor:   7.519


  38 in total

1.  When Coordinating Finger Tapping to a Variable Beat the Variability Scaling Structure of the Movement and the Cortical BOLD Signal are Both Entrained to the Auditory Stimuli.

Authors:  Steven J Harrison; Michael Hough; Kendra Schmid; Boman R Groff; Nicholas Stergiou
Journal:  Neuroscience       Date:  2018-06-27       Impact factor: 3.590

2.  Evaluation of the 3D fractal dimension as a marker of structural brain complexity in multiple-acquisition MRI.

Authors:  Stephan Krohn; Martijn Froeling; Alexander Leemans; Dirk Ostwald; Pablo Villoslada; Carsten Finke; Francisco J Esteban
Journal:  Hum Brain Mapp       Date:  2019-05-15       Impact factor: 5.038

Review 3.  The Complexity and Fractal Geometry of Nuclear Medicine Images.

Authors:  Fabio Grizzi; Angelo Castello; Dorina Qehajaj; Carlo Russo; Egesta Lopci
Journal:  Mol Imaging Biol       Date:  2019-06       Impact factor: 3.488

4.  Cortical complexity as a measure of age-related brain atrophy.

Authors:  Christopher R Madan; Elizabeth A Kensinger
Journal:  Neuroimage       Date:  2016-04-19       Impact factor: 6.556

5.  A Novel Technique for Visualizing and Analyzing the Cerebral Vasculature in Rodents.

Authors:  Arjang Salehi; Amandine Jullienne; Kara M Wendel; Mary Hamer; Jiping Tang; John H Zhang; William J Pearce; Richard A DeFazio; Zinaida S Vexler; Andre Obenaus
Journal:  Transl Stroke Res       Date:  2018-05-15       Impact factor: 6.829

6.  New Features for Neuron Classification.

Authors:  Leonardo A Hernández-Pérez; Duniel Delgado-Castillo; Rainer Martín-Pérez; Rubén Orozco-Morales; Juan V Lorenzo-Ginori
Journal:  Neuroinformatics       Date:  2019-01

7.  Prognostic Impact of Intratumoral Heterogeneity Based on Fractal Geometry Analysis in Operated NSCLC Patients.

Authors:  Angelo Castello; Carlo Russo; Fabio Grizzi; Dorina Qehajaj; Egesta Lopci
Journal:  Mol Imaging Biol       Date:  2019-10       Impact factor: 3.488

8.  Age-related differences in the structural complexity of subcortical and ventricular structures.

Authors:  Christopher R Madan; Elizabeth A Kensinger
Journal:  Neurobiol Aging       Date:  2016-10-27       Impact factor: 4.673

9.  Multifractal analysis of information processing in hippocampal neural ensembles during working memory under Δ⁹-tetrahydrocannabinol administration.

Authors:  Dustin Fetterhoff; Ioan Opris; Sean L Simpson; Sam A Deadwyler; Robert E Hampson; Robert A Kraft
Journal:  J Neurosci Methods       Date:  2014-07-30       Impact factor: 2.390

10.  Fractal anatomy of the hippocampal formation.

Authors:  Guillermo Axayacalt Gutierrez Aceves; Miguel Angel Celis López; Mario Alonso Vanegas; Oscar Rene Marrufo Meléndez; Sergio Moreno Jiménez; Julio Cesar Pérez Cruz; Roberto Díaz Peregrino; Alberto González Aguilar; José Alfredo Herrera González
Journal:  Surg Radiol Anat       Date:  2018-08-07       Impact factor: 1.246

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