de
en
Schliessen
Detailsuche
Bibliotheken
Projekt
Impressum
Datenschutz
Detailsuche
Schnellsuche:
OK
Titel
Titel
Inhalt
Inhalt
Seite
Seite
Im Dokument suchen
On the storage capacity of generalized Hopfield models
Appendices
Introduction to the standard Hopfield model
Storage capacity of the standard Hopfield model for a perfect retrieval
The standard Hopfield model as a spin glass model
Generalized Hopfield model with i.i.d. patterns
Generalized dynamics with a polynomial interaction function
Generalized dynamics with an exponential interaction function
Generalized Hopfield model with Curie-Weiss patterns
Introduction to the Curie-Weiss model
Results about the Curie-Weiss model
Central Limit Theorem for the magnetization
The Gibbs measure of a Curie-Weiss model as a de Finetti type measure
Laplace's method and the correlation of spins
Central Limit Theorem for the overlap of spins
Main Result for Curie-Weiss patterns and the polynomial dynamics
Conclusions about the polynomial dynamics
Generalized Hopfield model with weights
The hierarchical Hopfield model
The inhomogeneous Hopfield model
The Hopfield model with weights on a deterministic graph
Lattice structure on a torus
Regular tree graph
Conclusions about the inhomogeneous Hopfield model on a deterministic graph
The Hopfield model with weights on a random graph
General results about the Galton-Watson process
The inhomogeneous Hopfield model on a Galton-Watson tree
Conclusions about the inhomogeneous Hopfield model on a Galton-Watson tree
Appendices
References
List of symbols
Dissertation
On the storage capacity of generalized Hopfield models
Entstehung
2019
JPEG-Download
verfügbare Breiten
JPEG groß
JPEG original
Seiten an
Seiten aus
