Abstract
We introduce a biologically motivated dynamical principle of sequential memory which is based on winnerless competition (WLC) of event images. This mechanism is implemented in a two-layer neural model of sequential spatial memory. We present the learning dynamics which leads to the formation of a WLC network. After learning, the system is capable of associative retrieval of prerecorded sequences of patterns.
- Received 13 May 2002
DOI:https://doi.org/10.1103/PhysRevE.67.011905
©2003 American Physical Society