Neural Networks and Micromechanics

• Main Authors: Kussul, Ernst (Author), Baidyk, Tatiana (Author), Wunsch, Donald C. (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg, 2010.
• Subjects: Computer science.; Artificial intelligence.; Image processing.; Pattern recognition.; Mechanical engineering.; Control engineering.; Robotics.; Mechatronics.; Manufacturing industries.; Machines.; Tools.; Computer Science.; Artificial Intelligence (incl. Robotics).; Pattern Recognition.; Mechanical Engineering.; Manufacturing, Machines, Tools.; Image Processing and Computer Vision.; Control, Robotics, Mechatronics.

Micromechanical manufacturing based on microequipment creates new possibi- ties in goods production. If microequipment sizes are comparable to the sizes of the microdevices to be produced, it is possible to decrease the cost of production drastically. The main components of the production cost - mat...

Table of Contents:

• Classical Neural Networks
• Neural Classifiers
• Permutation Coding Technique for Image Recognition System
• Associative-Projective Neural Networks (APNNs)
• Recognition of Textures, Object Shapes, and Handwritten Words
• Hardware for Neural Networks
• Micromechanics
• Applications of Neural Networks in Micromechanics
• Texture Recognition in Micromechanics
• Adaptive Algorithms Based on Technical Vision.