Global and local neural network ensembles

Surprisingly simple local learning algorithms are known to outperform many other global non-linear machines. Unfortunately, these algorithms are computationally costly. A means of combining both learning approaches is proposed in and shown to enhance performance. q 1998 Elsevier Science B.V. All rights reserved.

• Type: Journal
• Year: 1998
• Where: PRL
• Authors: A. Sierra, Carlos Santa Cruz
• Keywords: Global Non-linear Machines, Local Learning Algorithms, PRL 1998, Science B.V