FASTA-ELM: a fast adaptive shrinkage/thresholding algorithm for extreme learning machine and its application to gender recognition

• المؤلفون الرئيسيون: Mahmood, Saif F., Marhaban, Mohammad Hamiruce, Rokhani, Fakhrul Zaman, Samsudin, Khairulmizam, Arigbabu, Olasimbo Ayodeji
• التنسيق: مقال
• اللغة: English
• منشور في: Elsevier 2017
• الوصول للمادة أونلاين: http://psasir.upm.edu.my/id/eprint/61871/1/A%20fast%20adaptive%20shrinkage.pdf; http://psasir.upm.edu.my/id/eprint/61871/; https://www.sciencedirect.com/science/article/pii/S0925231216310748

Extreme learning machine (ELM) is an interesting algorithm for learning the hidden layer of single layer feed forward neural networks. However, one of the main shortcomings restricting further improvement of ELM is the complexity of singular value decomposition (SVD) for computing the Moore-Penrose...