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

    6009 Perth

    Australia

  • 795 Citations
  • 7 h-Index
20082019
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Fingerprint Dive into the research topics where Imran Naseem is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

  • 1 Similar Profiles
RBF Neural Network Mathematics
Biometrics Engineering & Materials Science
Face recognition Engineering & Materials Science
Discriminant Mathematics
Fractional Mathematics
Identification (control systems) Engineering & Materials Science
Least Mean Square Mathematics
Antifreeze Proteins Medicine & Life Sciences

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Research Output 2008 2019

  • 795 Citations
  • 7 h-Index
  • 14 Article
  • 8 Conference paper
  • 1 Chapter
  • 1 Doctoral Thesis

Enhanced q-least Mean Square

Sadiq, A., Khan, S., Naseem, I., Togneri, R. & Bennamoun, M., 26 Mar 2019, In : Circuits, Systems, and Signal Processing. 23 p.

Research output: Contribution to journalArticle

Least Mean Square
Q-calculus
Stochastic Gradient
Learning Rate
Gradient Algorithm

Improved Optimum Error Nonlinearities Using Cramer–Rao Bound Estimation

Arif, M., Naseem, I., Moinuddin, M. & Iqbal, M. N., 16 Apr 2019, In : Circuits, Systems, and Signal Processing.

Research output: Contribution to journalArticle

Nonlinearity
Least Mean Square
Adaptive Filter
Adaptive filters
Estimation Error
4 Citations (Scopus)

A Fractional Gradient Descent-Based RBF Neural Network

Khan, S., Naseem, I., Malik, M. A., Togneri, R. & Bennamoun, M., Dec 2018, In : Circuits, Systems and Signal Processing. 37, 12, p. 5311-5332 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
1 Citation (Scopus)

Design of an Intelligent q-LMS Algorithm for Tracking a Non-stationary Channel

Arif, M., Naseem, I., Moinuddin, M. & Al-Saggaf, U. M., 1 Jun 2018, In : Arabian Journal for Science and Engineering. 43, 6, p. 2793-2803 11 p.

Research output: Contribution to journalArticle

Mean square error