Search Results for author: Alishba Sadiq

Found 4 papers, 0 papers with code

Chaotic Time Series Prediction using Spatio-Temporal RBF Neural Networks

no code implementations17 Aug 2019 Alishba Sadiq, Muhammad Sohail Ibrahim, Muhammad Usman, Muhammad Zubair, Shujaat Khan

The proposed RBF architecture is explored for the prediction of Mackey-Glass time series and results are compared with the standard RBF.

Time Series Time Series Prediction

Spatio-Temporal RBF Neural Networks

no code implementations4 Aug 2019 Shujaat Khan, Jawwad Ahmad, Alishba Sadiq, Imran Naseem, Muhammad Moinuddin

Herein, we propose a spatio-temporal extension of RBFNN for nonlinear system identification problem.

q-LMF: Quantum Calculus-based Least Mean Fourth Algorithm

no code implementations4 Dec 2018 Alishba Sadiq, Muhammad Usman, Shujaat Khan, Imran Naseem, Muhammad Moinuddin, Ubaid M. Al-Saggaf

The proposed $q$-least mean fourth ($q$-LMF) is an extension of least mean fourth (LMF) algorithm and it is based on the $q$-calculus which is also known as Jackson derivative.

Comments on "Momentum fractional LMS for power signal parameter estimation"

no code implementations19 May 2018 Shujaat Khan, Imran Naseem, Alishba Sadiq, Jawwad Ahmad, Muhammad Moinuddin

The purpose of this paper is to indicate that the recently proposed Momentum fractional least mean squares (mFLMS) algorithm has some serious flaws in its design and analysis.

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