Decoupled echo state networks with lateral inhibition

Building on some prior work, in this paper we describe a novel structure termed the decoupled echo state network (DESN) involving the use of lateral inhibition. Two low-complexity implementation schemes, namely, the DESN with reservoir prediction

• Type: Journal
• Year: 2007
• Where: NN
• Authors: Yanbo Xue, Le Yang, Simon Haykin
• Keywords: Echo State Network, Lateral Inhibition, Low-complexity Implementation Schemes, Neural Networks, NN 2007