Article

Sadiq, A. and Naseem, I. and Khan, S. and Moinuddin, M. and Togneri, R. and Bennamoun, M. (2023) A novel quantum calculus-based complex least mean square algorithm (q-CLMS). Applied Intelligence, 53 (2). pp. 1350-1369.

Arif, M. and Khan, S.S. and Qadri, S.S.U. and Naseem, I. and Moinuddin, M. (2022) Efficient Time-Varying q-Parameter Design for q-Incremental Least Mean Square Algorithm with Noisy Links. Circuits, Systems, and Signal Processing, 41 (10). pp. 5699-5718. ISSN 0278081X

Al-Saggaf, U.M. and Naqvi, S.F. and Moinuddin, M. and Alfakeh, S.A. and Ali, S.S.A. (2022) Performance Evaluation of EEG Based Mental Stress Assessment Approaches for Wearable Devices. Frontiers in Neurorobotics, 15. ISSN 16625218

Hafeez, Y. and Ali, S.S.A. and Hasan, R.A. and Adil, S.H. and Moinuddin, M. and Ebrahim, M. and Yusoff, M.S.B. and Amin, H. and Al-Saggaf, U. (2021) Development of Enhanced Stimulus Content to Improve the Treatment Efficacy of EEG-Based Frontal Alpha Asymmetry Neurofeedback for Stress Mitigation. IEEE Access, 9. pp. 130638-130648. ISSN 21693536

Naqvi, S.F. and Ali, S.S.A. and Yahya, N. and Yasin, M.A. and Hafeez, Y. and Subhani, A.R. and Adil, S.H. and Saggaf, U.M.A. and Moinuddin, M. (2020) Real-time stress assessment using sliding window based convolutional neural network. Sensors (Switzerland), 20 (16). pp. 1-17. ISSN 14248220

Hafeez, Y. and Ali, S.S.A. and Mumtaz, W. and Moinuddin, M. and Adil, S.H. and Al-Saggaf, U.M. and Yasin, M.A.B.M. and Malik, A.S. (2019) Investigating Neurofeedback Protocols for Stress Mitigation: A Comparative Analysis of Different Stimulus Contents. IEEE Access, 7. pp. 141021-141035. ISSN 21693536

Ali, S.S.A. and Moinuddin, M. and Raza, K. and Adil, S.H. (2014) An adaptive learning rate for RBFNN using time-domain feedback analysis. The Scientific World Journal, 2014. ISSN 1537744X

Conference or Workshop Item

Al-Saggaf, U.M. and Botalb, A. and Moinuddin, M. and Alfakeh, S.A. and Ali, S.S.A. and Boon, T.T. (2021) Either crop or pad the input volume: What is beneficial for Convolutional Neural Network? In: UNSPECIFIED.

Hafeez, Y. and Ali, S.S.A. and Faraz, S. and Moinuddin, M. and Adil, S.H. (2019) Effect of Neurofeedback 2D and 3D Stimulus Content on Stress Mitigation. In: UNSPECIFIED.

Book

Al-Saggaf, U.M. and Moinuddin, M. and Azhar Ali, S.S. and Hussain Rizvi, S.S. and Faisal, M. (2022) Machine Learning Aided Channel Equalization in Filter Bank Multi-Carrier Communications for 5G. wiley, pp. 1-9. ISBN 9781119792581; 9781119791805