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Can I read A Neural Network for Identification of Economic Indicators Using an Answer-in-weights Scheme on EtoBox?
A Neural Network for Identification of Economic Indicators Using an Answer-in-weights Scheme by Takehiko Ogawa; Yukio Kosugi is a Computer Science article available to read on EtoBox.
What is A Neural Network for Identification of Economic Indicators Using an Answer-in-weights Scheme about?
In the prediction of future economic indicators, periodic and long-term components are often separately handled in a pre-divided form. We propose a network model that can identify the two parts simultaneously. To improve the generalization ability beyond that offered by conventional multilayer networks in prediction problems, this network uses a parametric structure utilizing a priori information on the problem. The model consists of two network components arranged in an answer-in-weights structure, which requires a solution to appear in the weights and expresses the fluctuation of economic indicators by multiplying the outputs. Simulations on two examples of economic data were done to confirm the model validity. ©1998
Who reads A Neural Network for Identification of Economic Indicators Using an Answer-in-weights Scheme?
It is typically read by researchers, students, and practitioners in Computer Science.
- Author
- Takehiko Ogawa; Yukio Kosugi
- Publisher
- John Wiley and Sons; Wiley (John Wiley & Sons); John Wiley & Sons Inc.; Wiley (ISSN 0882-1666)
- Published
- 1998
- Language
- EN
- Field
- Computer Science (Physical Sciences)