An Improved Time Series Prediction by Applying the Layer-by-Layer Learning Method to FIR Neural Networks

• YU Hee-Yeal

  Multimedia Laboratory, Samsung Electronics Co. Ltd

• BANG Sung-Yang

  Department of Computer Science and Engineering, Pohang University of Science and Technology

収録刊行物

• Neural networks : the official journal of the International Neural Network Society

  Neural networks : the official journal of the International Neural Network Society 10 (9), 1717-1729, 1997-12-01

キーワード

• FIR neural network
• Time series prediction
• Optimization layer-by-layer
• Gradient descent learning algorithm
• Nonlinear autoregression
• Lorenz equation
• Mackey-Glass equation

詳細情報

• CRID: 1573668924454763776
• NII論文ID: 10008953084
• NII書誌ID: AA10680676
• ISSN: 08936080
• 本文言語コード: en
• データソース種別:
  • CiNii Articles