Muhammad Zulkifal Aziz

12 papers C 1Journal 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
Motor imagery classification using parallel convolution transformer based feature extraction and RSA optimized ridge ELM classifier.
Biomed. Signal Process. Control.
Hafza Faiza Abbasi, Muhammad Ahmed Abbasi, Muhammad Zulkifal Aziz, Binwen Huang, Zeming Fan, Xiaohua Wu, Xiaojun Yu
2024 J jnl
A novel precisely designed compact convolutional EEG classifier for motor imagery classification.
Signal Image Video Process.
Muhammad Ahmed Abbasi, Hafza Faiza Abbasi, Muhammad Zulkifal Aziz, Waseem Haider, Zeming Fan, Xiaojun Yu
2024 J jnl
Transforming Motor Imagery Analysis: A Novel EEG Classification Framework Using AtSiftNet Method.
Sensors
Haiqin Xu, Waseem Haider, Muhammad Zulkifal Aziz, Youchao Sun, Xiaojun Yu
2022 J jnl
A Matrix Determinant Feature Extraction Approach for Decoding Motor and Mental Imagery EEG in Subject-Specific Tasks.
IEEE Trans. Cogn. Dev. Syst.
Muhammad Tariq Sadiq, Xiaojun Yu, Zhaohui Yuan, Muhammad Zulkifal Aziz, Siuly Siuly, Weiping Ding
2022 C conf
An extended computer-aided diagnosis system for multidomain EEG classification.
ICMV
Haopeng Li, Muhammad Zulkifal Aziz, Yiyan Hou, Xiaojun Yu
2022 J jnl
Computerized Multidomain EEG Classification System: A New Paradigm.
IEEE J. Biomed. Health Informatics
Xiaojun Yu, Muhammad Zulkifal Aziz, Muhammad Tariq Sadiq, Ke Jia, Zeming Fan, Gaoxi Xiao
2022 J jnl
Exploiting Asymmetric EEG Signals with EFD in Deep Learning Domain for Robust BCI.
Symmetry
Binwen Huang, Haiqin Xu, Miao Yuan, Muhammad Zulkifal Aziz, Xiaojun Yu
2022 J jnl
Exploiting pretrained CNN models for the development of an EEG-based robust BCI framework.
Comput. Biol. Medicine
Muhammad Tariq Sadiq, Muhammad Zulkifal Aziz, Ahmad Almogren, Adnan Yousaf, Siuly Siuly, Ateeq Ur Rehman
2022 J jnl
Motor Imagery BCI Classification Based on Multivariate Variational Mode Decomposition.
IEEE Trans. Emerg. Top. Comput. Intell.
Muhammad Tariq Sadiq, Xiaojun Yu, Zhaohui Yuan, Muhammad Zulkifal Aziz, Naveed ur Rehman, Weiping Ding, Gaoxi Xiao
2021 J jnl
A New Framework for Automatic Detection of Motor and Mental Imagery EEG Signals for Robust BCI Systems.
IEEE Trans. Instrum. Meas.
Xiaojun Yu, Muhammad Zulkifal Aziz, Muhammad Tariq Sadiq, Zeming Fan, Gaoxi Xiao
2021 J jnl
Toward the Development of Versatile Brain-Computer Interfaces.
IEEE Trans. Artif. Intell.
Muhammad Tariq Sadiq, Xiaojun Yu, Zhaohui Yuan, Muhammad Zulkifal Aziz, Siuly Siuly, Weiping Ding
2020 J jnl
Identification of Motor and Mental Imagery EEG in Two and Multiclass Subject-Dependent Tasks Using Successive Decomposition Index.
Sensors
Muhammad Tariq Sadiq, Xiaojun Yu, Zhaohui Yuan, Muhammad Zulkifal Aziz