Conditions for the emergence of spatial asymmetric states in attractor neural network

Details Conditions for the emergence of spatial asymmetric states in attractor neural network Conditions for the emergence of spatial asymmetric states in attractor neural network

2005-03-27

arxiv.org/abs/cond-mat/0503626v2

CEJP 3(3) 2005 409-419

Physics

Condensed Matter

Statistical Mechanics

14 p

Scientific paper

10.2478/BF02475647

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 distance-dependent and when a constraint on the activity of the network is imposed, which forces different levels of activity in the retrieval and learning states. This asymmetry in the activity during the retrieval and learning is found to be sufficient condition in order to observe spatial localized states. The result is confirmed analytically and by simulation.

Affiliated with

Also associated with

No associations

Rating

Conditions for the emergence of spatial asymmetric states in attractor neural network does not yet have a rating. At this time, there are no reviews or comments for this scientific paper.

If you have personal experience with Conditions for the emergence of spatial asymmetric states in attractor neural network, we encourage you to share that experience with our LandOfFree.com community. Your opinion is very important and Conditions for the emergence of spatial asymmetric states in attractor neural network will most certainly appreciate the feedback.

Rate now

Comments { 0 }

Profile ID: LFWR-SCP-O-517955