A TLBO based gradient descent learning-functional link higher order ANN: An efficient model for learning from non-linear data

A TLBO based gradient descent learning-functional link higher order ANN: An efficient model for learning from non-linear data

All the higher order ANNs (HONNs) including functional link ANN (FLANN) are sensitive to random initialization of weight and rely on the learning algorithms adopted. Although a selection of efficient learning algorithms for HONNs helps to improve the performance, on the other hand, initialization of...

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Bibliographic Details
Main Authors: Bighnaraj Naik, Janmenjoy Nayak, H.S. Behera
Format: Article
Language:English
Published: Elsevier 2018-01-01
Series:Journal of King Saud University: Computer and Information Sciences
Subjects:
Teaching–learning based optimization
Functional link artificial neural network
Gradient descent learning
Classification
Data mining
Online Access:http://www.sciencedirect.com/science/article/pii/S1319157816300040

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