Introduction To Neural Networks Using Matlab 6 0 S N Sivanandam Sumathi Deepa

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Introduction To Neural Networks Using Matlab 6 0 S N Sivanandam Sumathi Deepa

 

An introduction to neural networks using MATLAB 6.0. Modules “Explanation, Optimization and Analysis”, “Introduction to Methods and Statistical Methodologies”, “Statistorical Reference Codes”. The course consists of two chapters, each of which includes a theory paragraph, a chapter with examples, homework and a test.
The description of the educational process used in the classroom is given in the working materials: §3. Implementation of the course project “Evaluation of the mathematical accuracy of an atomic force microscope” and “Research of regression models in electric fields” in the m/p “Mathematical Optimization Research and Analytical Solutions” under the guidance of Doctor of Technical Sciences, Professor Tanygina O.P.
“Structural Analisys” – a course on the analysis and optimization of mechanisms in group work. The course consists of five chapters, with a total duration of about 60 hours. The course was completed in the MATISSE 6.2 program.
Introduction to the theory of linear circuits and its applications.
Automation of the formation of an analytical model.
Methods of numerical mathematical modeling.
Tools for analysis and optimization of processes.
Research skills based on computer mathematics methods.
The specifics of the organization and implementation of engineering calculations in the field of parallel computing.
Taking notes, preparing presentations and presentations for defense.
Defense of the work on the discipline “Methods of research of operations in number systems” using the MATRAY program.
Theoretical and practical foundations for numerical simulation of processes in continuum mechanics.
Consideration of algorithms and methods for solving systems of partial differential equations.Research of kinematics of linear systems.
Basic concepts of the theory of differential equations.
Typification of control functions for control problems in numerical systems.
Solving problems of static and dynamic stabilization of linear machines.
Laboratory workshop on the use of computer mathematics in engineering and circuitry, 10 hours.
Materials for the program of the course of lectures “Logistics, logistics, informatics”
The software and methodological tools used in the development of this course are given in the working documents: §2. Create your own course. §3 Components of the MATRASEL complex. §4. Drawing up notes, preparation for defense and defense of the project. §five. Application of tools

 

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