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Pattern recognition by self-organizing neural networks /

Pattern Recognition by Self-Organizing Neural Networks presents the most recent advances in an area of research that is becoming vitally important in the fields of cognitive science, neuroscience, artificial intelligence, and neural networks in general.

Detalles Bibliográficos
Clasificación:Libro Electrónico
Otros Autores: Carpenter, Gail A., Grossberg, Stephen, 1939-
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Cambridge, Mass. : MIT Press, ©1991.
©1991
Temas:
Acceso en línea:Texto completo

MARC

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245 0 0 |a Pattern recognition by self-organizing neural networks /  |c edited by Gail A. Carpenter and Stephen Grossberg. 
260 |a Cambridge, Mass. :  |b MIT Press,  |c ©1991. 
264 4 |c ©1991 
300 |a 1 online resource (691 pages) :  |b illustrations 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
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500 |a "A Bradford book." 
504 |a Includes bibliographical references and indexes. 
588 0 |a Print version record. 
505 0 |a Neural network models for pattern recognition and associative memory / Gail A. Carpenter -- Nonlinear neural networks : principles, mechanisms, and architectures ; Neural pattern discrimination ; Neural expectation : cerebellar and retinal analogs of cells fired by learnable or unlearned pattern classes / Stephen Grossberg -- Self-organization of orientation sensitive cells in the striate cortex / Christoph von der Malsburg -- Adaptive pattern classification and universal recoding, I : parallel development and coding of neural feature detectors / Stephen Grossberg -- The "neural" phonetic typewriter / Teuvo Kohonen -- Counterpropagation networks / Robert Hecht-Nielsen. 
505 0 |a Adaptive pattern classification and universal recoding, II : feedback, expectation, olfaction, and illusions / Stephen Grossberg -- A massively parallel architecture for a self-organizing neural pattern recognition machine / Gail A. Carpenter and Stephen Grossberg -- Variations on adaptive resonance / T.W. Ryan and C.L. Winter -- ART 2 : self-organization of stable category recognition codes for analog input patterns / Gail A. Carpenter and Stephen Grossberg -- Adaptive bidirectional associative memories / Bart Kosko -- ART 3 : hierarchical search using chemical transmitters in self-organizing pattern recognition architectures / Gail A. Carpenter and Stephen Grossberg. 
505 0 |a ARTMAP : supervised real-time learning and classification of nonstationary data by a self-organizing neural network / Gail A. Carpenter, Stephen Grossberg, and John H. Reynolds -- Neuronal activity as a shaping factor in the self-organization of neuron assemblies / Wolf Singer -- Probing cognitive processes through the structure of event-related potentials : an experimental and theoretical analysis / Jean-Paul Banquet and Stephen Grossberg -- Unitization, automaticity, temporal order, and word recognition / Stephen Grossberg -- Speech perception and production by a self-organizing neural network / Michael A. Cohen, Stephen Grossberg, and David Stork -- Neural dynamics of adaptive timing and temporal discrimination during associative learning / Stephen Grossberg and Nestor A. Schmajuk. 
546 |a English. 
520 |a Pattern Recognition by Self-Organizing Neural Networks presents the most recent advances in an area of research that is becoming vitally important in the fields of cognitive science, neuroscience, artificial intelligence, and neural networks in general. 
590 |a eBooks on EBSCOhost  |b EBSCO eBook Subscription Academic Collection - Worldwide 
650 0 |a Pattern recognition systems. 
650 0 |a Neural networks (Computer science) 
650 2 |a Neural Networks, Computer 
650 2 |a Pattern Recognition 
650 2 |a Pattern Recognition, Automated 
650 6 |a Reconnaissance des formes (Informatique) 
650 6 |a Réseaux neuronaux (Informatique) 
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650 7 |a Neural networks (Computer science)  |2 fast  |0 (OCoLC)fst01036260 
650 7 |a Pattern recognition systems.  |2 fast  |0 (OCoLC)fst01055266 
650 1 7 |a Neurale netwerken.  |2 gtt 
650 1 7 |a Patroonherkenning.  |2 gtt 
700 1 |a Carpenter, Gail A. 
700 1 |a Grossberg, Stephen,  |d 1939- 
776 0 8 |i Print version:  |t Pattern recognition by self-organizing neural networks.  |d Cambridge, Mass. : MIT Press, ©1991  |z 0262031760  |w (DLC) 90029071  |w (OCoLC)22982743 
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