The effect of adaptive parameters on the performance of back propagation

• 主要作者: Abdul Hamid, Norhamreeza
• 格式: Thesis
• 语言: English; English; English
• 出版: 2012
• 主题: Q Science (General); Q300-390 Cybernetics
• 在线阅读: http://eprints.uthm.edu.my/2344/1/24p%20NORHAMREEZA%20ABDUL%20HAMID.pdf; http://eprints.uthm.edu.my/2344/2/NORHAMREEZA%20ABDUL%20HAMID%20COPYRIGHT%20DECLARATION.pdf; http://eprints.uthm.edu.my/2344/3/NORHAMREEZA%20ABDUL%20HAMID%20WATERMARK.pdf; http://eprints.uthm.edu.my/2344/

The Back Propagation algorithm or its variation on Multilayered Feedforward Networks is widely used in many applications. However, this algorithm is well-known to have difficulties with local minima problem particularly caused by neuron saturation in the hidden layer. Most existing approaches mod...