Noise-tolerant neural networks for pattern classification and function extrapolation

• المؤلف الرئيسي: Gui, Minghui.
• مؤلفون آخرون: Chen, Yan Qiu
• التنسيق: Theses and Dissertations
• منشور في: 2008
• الموضوعات: DRNTU::Engineering::Computer science and engineering::Computing methodologies::Pattern recognition; DRNTU::Engineering::Electrical and electronic engineering::Computer hardware, software and systems
• الوصول للمادة أونلاين: http://hdl.handle.net/10356/4895

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...