Hertz, John.
Introduction to the theory of neural computation [recurso electrónico] / John Hertz, Anders Krogh, Richard G. Palmer. - Boca Raton, FL : CRC Press, 1991. - recurso electrónico - Santa Fe Institute studies in the sciences of complexity. Lecture notes ; v. 1 .
Incluye referencias bibliográficas (p. 281-306) e índice.
Preface -- One. Introduction -- Two. The Hopfield model -- Three. Extensions of the Hopfield model -- Four. Optimization problems -- Five. Simple perceptrons -- Six. Multi-layer networks -- Seven. Recurrent networks -- Eight. Unsupervised hebbian learning -- Nine. Unsupervised competitive learning -- Ten. Formal statistical mechanics of neural networks -- Appendix. Statistical mechanics.
9780201515602
Informática
Inteligencia artificial
Computación neuronal Redes neuronales
006.3
Introduction to the theory of neural computation [recurso electrónico] / John Hertz, Anders Krogh, Richard G. Palmer. - Boca Raton, FL : CRC Press, 1991. - recurso electrónico - Santa Fe Institute studies in the sciences of complexity. Lecture notes ; v. 1 .
Incluye referencias bibliográficas (p. 281-306) e índice.
Preface -- One. Introduction -- Two. The Hopfield model -- Three. Extensions of the Hopfield model -- Four. Optimization problems -- Five. Simple perceptrons -- Six. Multi-layer networks -- Seven. Recurrent networks -- Eight. Unsupervised hebbian learning -- Nine. Unsupervised competitive learning -- Ten. Formal statistical mechanics of neural networks -- Appendix. Statistical mechanics.
9780201515602
Informática
Inteligencia artificial
Computación neuronal Redes neuronales
006.3