scholarly journals Exponential inequalities and convergence of moments in the replica-symmetric regime of the Hopfield model

2000 ◽  
Vol 28 (4) ◽  
pp. 1393-1469 ◽  
Author(s):  
Michel Talagrand
Keyword(s):  
Hopfield Model ◽  
Exponential Inequalities ◽  
Convergence Of Moments

The Hopfield Model and Beyond.

1986 ◽  
Author(s):  
Charles M. Bachmann
Keyword(s):  
Hopfield Model

Marked point processes as limits of Markovian arrival streams

1993 ◽  
Vol 30 (02) ◽  
pp. 365-372 ◽  
Author(s):  
Søren Asmussen ◽  
Ger Koole
Keyword(s):  
Point Process ◽  
Point Processes ◽  
Marked Point ◽  
The State ◽  
Marked Point Processes ◽  
Marked Point Process ◽  
State Transitions ◽  
Poisson Arrival ◽  
Convergence Of Moments ◽  
Environmental Process

A Markovian arrival stream is a marked point process generated by the state transitions of a given Markovian environmental process and Poisson arrival rates depending on the environment. It is shown that to a given marked point process there is a sequence of such Markovian arrival streams with the property that as m →∞. Various related corollaries (involving stationarity, convergence of moments and ergodicity) and counterexamples are discussed as well.

Saturation Level of the Hopfield Model for Neural Network

1986 ◽  
Vol 2 (4) ◽  
pp. 337-341 ◽  
Author(s):  
A Crisanti ◽  
D. J Amit ◽  
H Gutfreund
Keyword(s):  
Neural Network ◽  
Saturation Level ◽  
Hopfield Model

METASTABLE STATES IN THE HOPFIELD MODEL

1990 ◽  
Vol 04 (01) ◽  
pp. 143-150 ◽  
Author(s):  
CLAUDIO PROCESI ◽  
BRUNELLO TIROZZI
Keyword(s):  
Free Energy ◽  
Finite Number ◽  
Thermodynamic Limit ◽  
Metastable States ◽  
Hopfield Model ◽  
Zero Temperature

We describe the properties of the free energy of the Hopfield model with a finite number of patterns and describe its dynamic at zero temperature in the space of overlaps in the thermodynamic limit.

A Hopfield model with Hadamard prototypes

1990 ◽  
Vol 80 (3) ◽  
pp. 415-421 ◽  
Author(s):  
O. Krisement
Keyword(s):  
Hopfield Model

scholarly journals Sharp exponential inequalities for the Ornstein-Uhlenbeck operator

2021 ◽  
Vol 281 (11) ◽  
pp. 109217
Author(s):  
Andrea Cianchi ◽  
Vít Musil ◽  
Luboš Pick
Keyword(s):  
Exponential Inequalities
Sign in / Sign up

Export Citation Format

Share Document