Cognitive and Neural Engineering Research group

Publications

  • 2024

    JAWED Soyiba, FAYE Ibrahima and MALIK Aamir Saeed. Deep learning-based assessment model for Real-time identification of visual learners using Raw EEG. IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 32, no. 1, 2024, pp. 378-390. ISSN 1558-0210.
    Detail

    MALIK Aamir Saeed, HUSSAIN Muhammad and CHAUDHARY Safee Ullah. Editorial: From assessment to intervention: role of consumer technology and neurotech in preventive mental health. Frontiers in Psychology, vol. 15, no. 1, 2024. ISSN 1664-1078.
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    AMIN Ullah Hafeez, AHMED Amr, YUSOFF Zuki Mohd, MOHAMAD Saad Mohamad Naufal and MALIK Aamir Saeed. A neurophysiological model based on resting state EEG functional connectivity features for assessing semantic long-term memory performance. Biomedical Signal Processing and Control, vol. 99, no. 1, 2024, pp. 1-9. ISSN 1746-8108.
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    ARIF Muhammad, REHMAN (ur) Faizan, SEKANINA Lukáš and MALIK Aamir Saeed. A comprehensive survey of evolutionary algorithms and metaheuristics in brain EEG-based applications. Journal of Neural Engineering, vol. 21, no. 5, 2024, pp. 1-25. ISSN 1741-2552.
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  • 2023

    AMIN Ullah Hafeez, ULLAH Rafi, REZA Faruque Mohammed and MALIK Aamir Saeed. Single-trial extraction of event-related potentials (ERPs) and classification of visual stimuli by ensemble use of discrete wavelet transform with Huffman coding and machine learning techniques. Journal of NeuroEngineering and Rehabilitation, vol. 20, no. 70, 2023, pp. 1-17. ISSN 1743-0003.
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    MOINUDDIN Muhammad, ZERGUINE Azzedine and ARIF Muhammad. A Weighted Gaussian Kernel Least Mean Square Algorithm. Circuits, Systems, and Signal Processing, vol. 42, no. 9, 2023, pp. 5267-5288. ISSN 0278-081X.
    Detail

    MRÁZEK Vojtěch, JAWED Soyiba, ARIF Muhammad and MALIK Aamir Saeed. Effective EEG Feature Selection for Interpretable MDD (Major Depressive Disorder) Classification. In: GECCO 2023 - Proceedings of the 2023 Genetic and Evolutionary Computation Conference. Lisbon: Association for Computing Machinery, 2023, pp. 1427-1435. ISBN 979-8-4007-0119-1.
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    SHAIKH Qamar Usman, SHAHZAIB Muhammad, SHAKIL Sadia, BHATTI A. Farrukh and MALIK Aamir Saeed. Robust and Adaptive Terrain Classification and Gait Event Detection System. Heliyon, vol. 9, no. 11, 2023, pp. 1-12. ISSN 2405-8440.
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    QADRI Syed Safi Uddin, ARIF Muhammad and SAEED Bin Omer Muhammad. A Novel Variable Step-Size LMS Algorithm for Decentralized Incremental Distributed Networks. Circuits, Systems, and Signal Processing, vol. 41, no. 12, 2023, pp. 7226-7249. ISSN 0278-081X.
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    MAHRUKH Rimsha, SHAKIL Sadia and MALIK Aamir Saeed. Sentiments Analysis of fMRI using Automatically Generated Stimuli Labels under Naturalistic Paradigm. Scientific Reports, vol. 13, no. 7267, 2023, pp. 1-15. ISSN 2045-2322.
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  • 2022

    JAWED Soyiba and MALIK Aamir Saeed. Deep learning based diagnosis of alcohol use disorder (AUD) using EEG. In: {2022 IEEE 12th International Conference on Consumer Electronics (ICCE-Berlin). Berlin: Institute of Electrical and Electronics Engineers, 2022, pp. 1-5. ISBN 978-1-6654-5676-0.
    Detail

    QADRI Syed Safi Uddin, ARIF Muhammad, NASEEM Imran and MOINUDDIN Muhammad. Robust Incremental Least Mean Square Algorithm With Dynamic Combiner. IEEE Access, vol. 10, no. 10, 2022, pp. 75135-75143. ISSN 2169-3536.
    Detail

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