15 citations · 37 across the 10 of their papers we have counts for
5 papers · 1 filter
Bump formation in a binary attractor neural network
Kostadin Koroutchev, Elka Korutcheva
This paper investigates the conditions for the formation of local bumps in the activity of binary attractor neural networks with spatially dependent connectivity. We show that thes…
Structured Information in Metric Neural Networks
David Dominguez, Kostadin Koroutchev, Eduardo Serrano +1
The retrieval abilities of spatially uniform attractor networks can be measured by the average overlap between patterns and neural states. We found that metric networks, with local…
Information and Topology in Attractor Neural Network
D. Dominguez, K. Koroutchev, E. Serrano +1
A wide range of networks, including small-world topology, can be modelled by the connectivity , and randomness of the links. Both learning and attractor abilities of a neura…
Dynamical Neural Network: Information and Topology
David Dominguez, Kostadin Koroutchev, Eduardo Serrano +1
A neural network works as an associative memory device if it has large storage capacity and the quality of the retrieval is good enough. The learning and attractor abilities of the…
Conditions for the emergence of spatial asymmetric states in attractor neural network
Kostadin Koroutchev, Elka Korutcheva
In this paper we show that during the retrieval process in a binary symmetric Hebb neural network, spatial localized states can be observed when the connectivity of the network is…