Research Output per year

## 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.

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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

##
Network
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## Research Output 2008 2019

## 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 journal › Article

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 journal › Article

Nonlinearity

Least Mean Square

Adaptive Filter

Adaptive filters

Estimation Error

## 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 journal › Article

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 journal › Article

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 journal › Article

Mean square error