Chaotic Itinerancy for Patterns Separation

Chaotic neural network with external inputs has been used as a mixed input pattern separator. In contrast to previous work on the subject, highly chaotic dynamical system (LLE ≈ 0.6) is applied here. The network is based on a “dynamical mapping” scheme as an effective framework for cortical mapping. This feature allows for a more effective pattern retrieval and separation by the network.

• Type: Conference
• Year: 2004
• Where: ICAISC
• Authors: Pawel Matykiewicz
• Keywords: Artificial Intelligence, Chaotic Dynamical System, Chaotic Neural Network, ICAISC 2004, Input Pattern Separator