Extreme learning machines for feature learning

• المؤلف الرئيسي: Liyanaarachchi Lekamalage, Chamara Kasun
• مؤلفون آخرون: Huang Guangbin
• التنسيق: Theses and Dissertations
• اللغة: English
• منشور في: 2017
• الموضوعات: DRNTU::Engineering::Electrical and electronic engineering
• الوصول للمادة أونلاين: http://hdl.handle.net/10356/69620
• المؤسسة: Nanyang Technological University

Neural Networks (NN) map input data to desired output data in image processing, time series prediction and data analytics. The commonly used variant of NN is Single Layer Feed forward Neural network (SLFN) due to its simple network architecture and universal approximation capability. Traditionally t...