000			03128nam a22005655i 4500
001			978-3-642-02535-8
003			DE-He213
005			20140220084523.0
007			cr nn 008mamaa
008			100301s2010 gw | s |||| 0|eng d
020			_a9783642025358 _9978-3-642-02535-8
024	7		_a10.1007/978-3-642-02535-8 _2doi
050		4	_aQ334-342
050		4	_aTJ210.2-211.495
072		7	_aUYQ _2bicssc
072		7	_aTJFM1 _2bicssc
072		7	_aCOM004000 _2bisacsh
082	0	4	_a006.3 _223
100	1		_aKussul, Ernst. _eauthor.
245	1	0	_aNeural Networks and Micromechanics _h[electronic resource] / _cby Ernst Kussul, Tatiana Baidyk, Donald C. Wunsch.
264		1	_aBerlin, Heidelberg : _bSpringer Berlin Heidelberg, _c2010.
300			_ax, 222 p. 128 illus. _bonline resource.
336			_atext _btxt _2rdacontent
337			_acomputer _bc _2rdamedia
338			_aonline resource _bcr _2rdacarrier
347			_atext file _bPDF _2rda
505	0		_aClassical 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.
520			_aThis is an interdisciplinary field of research involving the use of neural network techniques for image recognition applied to tasks in the area of micromechanics. The book is organized into chapters on classic neural networks and novel neural classifiers; recognition of textures and object forms; micromechanics; and adaptive algorithms with neural and image recognition applications. The authors include theoretical analysis of the proposed approach, they describe their machine tool prototypes in detail, and they present results from experiments involving microassembly, and handwriting and face recognition. This book will benefit scientists, researchers and students working in artificial intelligence, particularly in the fields of image recognition and neural networks, and practitioners in the area of microengineering.
650		0	_aComputer science.
650		0	_aArtificial intelligence.
650		0	_aComputer vision.
650		0	_aOptical pattern recognition.
650		0	_aMachinery.
650		0	_aElectronics.
650	1	4	_aComputer Science.
650	2	4	_aArtificial Intelligence (incl. Robotics).
650	2	4	_aManufacturing, Machines, Tools.
650	2	4	_aImage Processing and Computer Vision.
650	2	4	_aPattern Recognition.
650	2	4	_aControl, Robotics, Mechatronics.
650	2	4	_aElectronics and Microelectronics, Instrumentation.
700	1		_aBaidyk, Tatiana. _eauthor.
700	1		_aWunsch, Donald C. _eauthor.
710	2		_aSpringerLink (Online service)
773	0		_tSpringer eBooks
776	0	8	_iPrinted edition: _z9783642025341
856	4	0	_uhttp://dx.doi.org/10.1007/978-3-642-02535-8
912			_aZDB-2-SCS
999			_c111418 _d111418