Article

Zafar, R. and Javvad Ur Rehman, M. and Alam, S. and Arslan Khan, M. and Hussain, A. and Ahmad, R.F. and Reza, F. and Jahan, R. (2022) A Cumulants-Based Human Brain Decoding. Computational Intelligence and Neuroscience, 2022. ISSN 16875265

Zafar, R. and Malik, M.N. and Hayat, H. and Malik, A.S. (2020) Decoding Brain Patterns for Colored and Grayscale Images using Multivariate Pattern Analysis. KSII Transactions on Internet and Information Systems, 14 (4). pp. 1543-1561. ISSN 19767277

Zafar, R. and Qayyum, A. and Mumtaz, W. (2019) Automatic eye blink artifact removal for EEG based on a sparse coding technique for assessing major mental disorders. Journal of Integrative Neuroscience, 18 (3). pp. 217-229. ISSN 02196352

Zafar, R. and Kamel, N. and Naufal, M. and Malik, A.S. and Dass, S.C. and Ahmad, R.F. and Abdullah, J.M. and Reza, F. (2018) A study of decoding human brain activities from simultaneous data of EEG and fMRI using MVPA. Australasian Physical and Engineering Sciences in Medicine, 41 (3). pp. 633-645. ISSN 01589938

Zafar, R. and Kamel, N. and Naufal, M. and Malik, A.S. and Dass, S.C. and Ahmad, R.F. and Abdullah, J.M. and Reza, F. (2017) Decoding of visual activity patterns from fMRI responses using multivariate pattern analyses and convolutional neural network. Journal of Integrative Neuroscience, 16 (3). pp. 275-289. ISSN 02196352

Zafar, R. and Dass, S.C. and Malik, A.S. (2017) Electroencephalogram-based decoding cognitive states using convolutional neural network and likelihood ratio based score fusion. PLoS ONE, 12 (5). ISSN 19326203

Zafar, R. and Dass, S.C. and Malik, A.S. and Kamel, N. and Rehman, M.J.U. and Ahmad, R.F. and Abdullah, J.M. and Reza, F. (2017) Prediction of Human Brain Activity Using Likelihood Ratio Based Score Fusion. IEEE Access, 5. pp. 13010-13019. ISSN 21693536

Zafar, R. and Malik, A.S. and Kamel, N. and Dass, S.C. and Abdullah, J.M. and Reza, F. and Abdul Karim, A.H. (2015) Decoding of visual information from human brain activity: A review of fMRI and EEG studies. Journal of Integrative Neuroscience, 14 (2). pp. 155-168. ISSN 02196352

Zafar, R. and Malik, A.S. and Amin, H.U. and Kamel, N. and Dass, S.C. (2015) Discrimination of brain states using wavelet and power spectral density. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 9492. pp. 341-347. ISSN 03029743

Conference or Workshop Item

Zafar, R. and Malik, A.S. and Shuaibu, A.N. and Javvad Ur Rehman, M. and Dass, S.C. (2017) Classification of fMRI data using support vector machine and convolutional neural network. In: UNSPECIFIED.

Zafar, R. and Malik, A.S. and Shuaibu, A.N. and Javvad Ur Rehman, M. and Dass, S.C. (2017) Multiple trials in event related fMRI for different conditions. In: UNSPECIFIED.

Zafar, R. and Malik, A.S. and Kamel, N. and Dass, S.C. (2016) FMRI based brain state analysis of visual activities. In: UNSPECIFIED.

Zafar, R. and Malik, A.S. and Kamel, N. and Dass, S.C. (2016) Importance of realignment parameters in fMRI data analysis. In: UNSPECIFIED.

Zafar, R. and Malik, A.S. and Kamel, N. and Dass, S.C. (2016) Role of voxel selection and ROI in fMRI data analysis. In: UNSPECIFIED.

Ahmad, R.F. and Malik, A.S. and Kamel, N. and Amin, H. and Zafar, R. and Qayyum, A. and Reza, F. (2015) Discriminating the different human brain states with EEG signals using Fractal dimension: A nonlinear approach. In: UNSPECIFIED.

Zafar, R. and Malik, A.S. and Amin, H.U. and Kamel, N. and Dass, S. and Ahmad, R.F. (2014) EEG spectral analysis during complex cognitive task at occipital. In: UNSPECIFIED.

Ahmad, R.F. and Malik, A.S. and Amin, H. and Kamel, N. and Zafar, R. and Qayyum, A. (2014) A new approach for error minimization of piezoelectric sensor output variations using fuzzy logic. In: UNSPECIFIED.