Ali Muhammad Shaikh

According to our database, Ali Muhammad Shaikh authored at least 7 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

DSQN: Robust path planning of mobile robot based on deep spiking Q-network.

Aakash Kumar, Lei Zhang, Hazrat Bilal, Shifeng Wang, Ali Muhammad Shaikh, Bo Lu, Avinash Rohra, Alisha Khalid

Neurocomputing, 2025

2024

Building on prior lightweight CNN model combined with LSTM-AM framework to guide fault detection in fixed-wing UAVs.

Aakash Kumar, Shifeng Wang, Ali Muhammad Shaikh, Hazrat Bilal, Bo Lu, Shigeng Song

Int. J. Mach. Learn. Cybern., September, 2024

Efficient Bayesian CNN Model Compression using Bayes by Backprop and L1-Norm Regularization.

Ali Muhammad Shaikh, Yun-Bo Zhao, Aakash Kumar, Munawar Ali, Yu Kang

Neural Process. Lett., April, 2024

Advanced efficient strategy for detection of dark objects based on spiking network with multi-box detection.

Munawar Ali, Baoqun Yin, Hazrat Bilal, Aakash Kumar, Ali Muhammad Shaikh, Avinash Rohra

Multim. Tools Appl., April, 2024

FMIP: Feature Map Importance Pruning for Efficient CNN Optimization.

Ali Muhammad Shaikh, Yunbo Zhao, Yu Kang, Aakash Kumar

Proceedings of the 7th International Conference on Algorithms, 2024

2022

CorrNet: pearson correlation based pruning for efficient convolutional neural networks.

Aakash Kumar, Baoqun Yin, Ali Muhammad Shaikh, Munawar Ali, Wenyue Wei

Int. J. Mach. Learn. Cybern., 2022

2021

Pruning filters with L1-norm and capped L1-norm for CNN compression.

Aakash Kumar, Ali Muhammad Shaikh, Yun Li, Hazrat Bilal, Baoqun Yin

Appl. Intell., 2021