Noise-tolerant neural networks for pattern classification and function extrapolation

To study and improve the effectiveness and potential of neural networks in pattern classification and function extrapolation under noise environment, we propose two noise reduction algorithms based on training samples to enhance the capability of neural networks in noise environment and construct a...

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Bibliographic Details
Main Author: Gui, Minghui.
Other Authors: Chen, Yan Qiu
Format: Theses and Dissertations
Published: 2008
Subjects:
Online Access:http://hdl.handle.net/10356/4895
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Institution: Nanyang Technological University

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