• The University of Western Australia (M018), 35 Stirling Highway,

    6009 Perth

    Australia

  • The University of Western Australia (M002), 35 Stirling Highway,

    6009 Perth

    Australia

  • 700 Citations
  • 6 h-Index
20082018
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  • 1 Similar Profiles
RBF Neural Network Mathematics
Biometrics Engineering & Materials Science
Face recognition Engineering & Materials Science
Discriminant Mathematics
Fractional Mathematics
Antifreeze Proteins Medicine & Life Sciences
Identification (control systems) Engineering & Materials Science
Cancer Classification Mathematics

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Research Output 2008 2018

  • 700 Citations
  • 6 h-Index
  • 11 Article
  • 8 Conference paper
  • 1 Chapter
  • 1 Doctoral Thesis

A Fractional Gradient Descent-Based RBF Neural Network

Khan, S., Naseem, I., Malik, M. A., Togneri, R. & Bennamoun, M., 19 May 2018, In : Circuits, Systems and Signal Processing. p. 1-22 22 p.

Research output: Contribution to journalArticle

RBF Neural Network
Gradient Descent
Radial Basis Function Neural Network
Fractional
Neural networks

A Novel Fractional Gradient-Based Learning Algorithm for Recurrent Neural Networks

Khan, S., Ahmad, J., Naseem, I. & Moinuddin, M., 1 Feb 2018, In : Circuits, Systems, and Signal Processing. 37, 2, p. 593-612 20 p.

Research output: Contribution to journalArticle

Recurrent neural networks
Back Propagation
Recurrent Neural Networks
Backpropagation
Learning algorithms
Antifreeze Proteins
Peptides
Proteins
Protein
Prediction
Face recognition
Face Recognition
Discriminant
Face
Wavelet Packet
6 Citations

A Novel Adaptive Kernel for the RBF Neural Networks

Khan, S., Naseem, I., Togneri, R. & Bennamoun, M., 1 Apr 2017, In : Circuits, Systems, and Signal Processing. 36, 4, p. 1639-1653 15 p.

Research output: Contribution to journalArticle

RBF Neural Network
kernel
Neural networks
Electric fuses
Nonlinear systems