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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.
| Clasificación: | Libro Electrónico |
|---|---|
| Otros Autores: | , |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Cambridge, Mass. :
MIT Press,
©1991.
©1991 |
| Temas: | |
| Acceso en línea: | Texto completo |
Tabla de Contenidos:
- 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.
- 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.
- 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.