New self-organizing algorithms for topological maps

• المؤلف الرئيسي: Xu, Pengfei
• مؤلفون آخرون: Chang Chip Hong
• التنسيق: Theses and Dissertations
• اللغة: English
• منشور في: 2010
• الموضوعات: DRNTU::Engineering::Electrical and electronic engineering::Computer hardware, software and systems
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/20865
• المؤسسة: Nanyang Technological University

Self-organizing Maps (SOM) were developed by Kohonen in late 1980's in response to the growing amount of large data sets required to represent a problem for thorough analysis with standard tools and techniques. SOMs are widely used in many applications including machine vision and image analysi...