activity
19972004
most citedThresholds in layered neural networks with variable activity

10 citations · 23 across the 6 of their papers we have counts for

collaborators

6 papers

cond-mat.dis-nn2004

Two-cycles in spin systems: multi-state Ising-type ferromagnets

D. Bollé, J. Busquets Blanco

Hamiltonians for general multi-state spin-glass systems with Ising symmetry are derived for both sequential and synchronous updating of the spins. The possibly different behaviour…

cond-mat.dis-nn2003★ 2 cited

A layered neural network with three-state neurons optimizing the mutual information

D. Bolle, R. Erichsen, W. K. Theumann

The time evolution of an exactly solvable layered feedforward neural network with three-state neurons and optimizing the mutual information is studied for arbitrary synaptic noise…

cond-mat.dis-nn2002★ 9 cited

Parallel dynamics of the fully connected Blume-Emery-Griffiths neural network

D. Bolle, J. Busquets Blanco, G. M. Shim

The parallel dynamics of the fully connected Blume-Emery-Griffiths neural network model is studied at zero temperature for arbitrary using a probabilistic approach. A recursive sch…

cond-mat.dis-nn2001★ 1 cited

On the equivalence of the Ashkin-Teller and the four-state Potts-glass models of neural networks

D. Bolle', P. Kozlowski

We show that for a particular choice of the coupling parameters the Ashkin-Teller spin-glass neural network model with the Hebb learning rule and one condensed pattern yields the s…

cond-mat.dis-nn1999★ 10 cited

Thresholds in layered neural networks with variable activity

D. Bolle', G. Massolo

The inclusion of a threshold in the dynamics of layered neural networks with variable activity is studied at arbitrary temperature. In particular, the effects on the retrieval qual…

cond-mat.dis-nn1997★ 1 cited

Parallel dynamics of fully connected Q-Ising neural networks

D. Bollé, G. Jongen, G. M. Shim

Using a probabilistic approach we study the parallel dynamics of fully connected Q-Ising neural networks for arbitrary Q. A Lyapunov function is shown to exist at zero temperature.…