𝔖 Bobbio Scriptorium
✦   LIBER   ✦

Dynamics of the noisy neural network

✍ Scribed by Feng Liu; Wei Wang; Xixian Yao


Publisher
Springer-Verlag
Year
1997
Tongue
English
Weight
338 KB
Volume
77
Category
Article
ISSN
0340-1200

No coin nor oath required. For personal study only.


πŸ“œ SIMILAR VOLUMES


Hamiltonian dynamics of neural networks
✍ Ulrich Ramacher πŸ“‚ Article πŸ“… 1993 πŸ› Elsevier Science 🌐 English βš– 874 KB

The activation and weight dynamics of Artificial Neural Networks are derived from a partial differential equation (PDE) that may incorporate weights either as parameters or variables. It is shown that a single first-order Hamilton-Jacobi "parametricai" PDE suffices to derive the various neurodynamic

A class of convergent neural network dyn
✍ Bernold Fiedler; TomΓ‘Ε‘ Gedeon πŸ“‚ Article πŸ“… 1998 πŸ› Elsevier Science 🌐 English βš– 340 KB

We consider a class of systems of differential equations in Nn which exhibits convergent dynamics. We find a Lyapunov function and show that every bounded trajectory converges to the set of equilibria. Our result generalizes the results of Cohen and Grossberg (1983) for convergent neural networks. I

General properties of realistic neural n
✍ K. Mardanov; Yu. Pis'mak; A. Potyagailo πŸ“‚ Article πŸ“… 1997 πŸ› Elsevier Science 🌐 English βš– 415 KB

The role of symmetry in the dynamics of the Realistic Neural Network model is studied. The phase diagram for Symmetric Realistic Neural Network with an external input of the constrained in time action is constructed. The oscillation regimes are investigated. For RNN of general form, the mean-field a