Neurodynamics: An Exploration in Mesoscopic Brain Dynamics

Neurodynamics: An Exploration in Mesoscopic Brain Dynamics by Walter Freeman, published by Springer Science & Business Media in March 2000, spans 398 pages and is presented in English. This book delves into the analysis of cortical evoked potentials, focusing on the changing neuronal excitabilities associated with normal brain function. It outlines the essential steps for analyzing complex waveforms, including electrode placement, stimulus parameter selection, and behavioral control, culminating in the development of reliable measurement techniques.
Readers will find a detailed examination of how physical objects and their dimensions can be described and measured, emphasizing the relationship between various attributes such as size, mass, and density. The text explores the concept of basis functions, which are fundamental to understanding complex waveforms. By addressing topics within medical neuroscience and neurology, this edition provides insights into the intricate dynamics of brain activity and measurement methodologies relevant to both neuroscience and computer vision.
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Cortical evoked potentials are of interest primarily as tests of changing neuronal excitabilities accompanying normal brain function. The first three steps in the anal ysis of these complex waveforms are proper placement of electrodes for recording, the proper choice of electrical or sensory stimulus parameters, and the establish ment of behavioral control. The fourth is development of techniques for reliable measurement. Measurement consists of comparison of an unknown entity with a set of standard scales or dimensions having numerical attributes in preassigned degree. A physical object can be described by the dimensions of size, mass, density, etc. In addition there are dimensions such as location, velocity, weight, hardness, etc. Some of these dimensions can be complex (e. g. size depends on three or more subsidiary coordi nates), and some can be interdependent or nonorthogonal (e. g. specification of size and mass may determine density). In each dimension the unit is defined with refer ence to a standard physical entity, e. g. a unit of mass or length, and the result of measurement is expressed as an equivalence between the unknown and the sum of a specified number of units of that entity. The dimensions of a complex waveform are elementary waveforms from which that waveform can be built by simple addition. Any finite single-valued function of time is admissible. They are called basis functions (lO, 15), and they can be expressed in numeric as well as geometric form.
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