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

    6009 Perth

    Australia

  • 829 Citations
  • 7 h-Index
20082019
If you made any changes in Pure these will be visible here soon.

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
Least Mean Square Mathematics
Face recognition Engineering & Materials Science
Discriminant Mathematics
Fractional Mathematics
Identification (control systems) Engineering & Materials Science
Antifreeze Proteins Medicine & Life Sciences

Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Research Output 2008 2019

  • 829 Citations
  • 7 h-Index
  • 15 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

Modified Incremental LMS with Improved Stability via Convex Combination of Two Adaptive Filters

Arif, M., Naseem, I., Moinuddin, M. & Al-Saggaf, U. M., 15 Sep 2019, In : Circuits, Systems, and Signal Processing. 38, 9, p. 4245-4265 21 p.

Research output: Contribution to journalArticle

Adaptive Filter
Convex Combination
Adaptive filters
Filter
Vertex of a graph
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
1 Citation (Scopus)

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