Scholarship

Selected Publications

Peer-reviewed journals, book chapters, and conference proceedings spanning neuromorphic systems and underwater vision.

Journals

  1. Ustyle: Waterbody style transfer of underwater scenes by depth-guided feature synthesis

    IEEE Journal of Oceanic Engineering · Impact Factor 5.3

    Md Abu Bakr Siddique, Vaishnav Ramesh, Junliang Liu, Piyush Singh, Md Jahidul Islam

  2. Single-Step Latent Diffusion for Underwater Image Restoration

    IEEE Transactions on Pattern Analysis and Machine Intelligence · Impact Factor 20.8

    Jiayi Wu, Tianfu Wang, Md Abu Bakr Siddique, Md Jahidul Islam, Cornelia Fermüller, Yiannis Aloimonos, Christopher Metzler

  3. AquaFuse: Waterbody Fusion for Physics-Guided View Synthesis of Underwater Scenes

    IEEE Robotics and Automation Letters · Impact Factor 6.0

    Md Abu Bakr Siddique, Jiayi Wu, Ioannis Rekleitis, Md Jahidul Islam

  4. Monitoring Time Domain Characteristics of Parkinson’s Disease Using the Memristive Neuromorphic System

    Frontiers in Computational Neuroscience · Impact Factor 2.3

    Md Abu Bakr Siddique, Yan Zhang, Hongyu An

Book Chapter

  1. Exploring Associative Learning of Audio and Color Stimuli with Neuromorphic Robots in a T-Maze

    Recent Advances in Neuromorphic Computing · IntechOpen, 2024

    Md Abu Bakr Siddique, Tianze Liu, Yan Zhang, Hongyu An

Thesis

  1. The Integration of Neuromorphic Computing in Autonomous Robotic Systems

    Master’s Thesis · Michigan Technological University, 2024 · Digital Commons @ Michigan Tech

    Md Abu Bakr Siddique

Selected Conference Proceedings

  1. Neuromorphic Silicon Neuron Controller for Adaptive Deep Brain Stimulation in Parkinson’s Disease

    ACM ICONS 2026 · Chicago, Illinois, USA

  2. Mimicking Associative Learning of Rats via a Neuromorphic Robot in Open Field Maze using Spatial Cell Models

    ACM ICONS 2024 · Arlington, Virginia, USA

  3. Blood Cancer Recognition Based on Discriminant Gene Expressions: A Comparative Analysis of Optimized Machine Learning Algorithms

    IEEE IEMCON 2021 · Vancouver, Canada

  4. Transfer Learning Based Method for Automatic COVID-19 Cases Detection in Chest X-Ray Images

    IEEE ICOSEC 2021 · Trichy, India

  5. Performance Analysis of Machine Learning Approaches in Diabetes Prediction

    IEEE R10-HTC 2021 · Bangalore, India

  6. Automatic Detection of COVID-19 Disease in Chest X-Ray Images using Deep Neural Networks

    IEEE R10-HTC 2020 · Kuching, Sarawak, Malaysia

  7. Prediction of Temperature and Rainfall in Bangladesh using Long Short Term Memory Recurrent Neural Networks

    IEEE ISMSIT 2020 · Turkey

  8. Deep Convolutional Neural Network Model-based Brain Tumor Detection in Brain MRI Images

    IEEE I-SMAC 2020 · Palladam, India

  9. Electrocardiogram Heartbeat Classification Using Convolutional Neural Networks for the Detection of Cardiac Arrhythmia

    IEEE I-SMAC 2020 · Palladam, India

  10. ADBSCAN: Adaptive Density-Based Spatial Clustering of Applications with Noise

    IEEE iCEEiCT 2018 · Dhaka, Bangladesh

  11. Study of PV Implementation for Electricity Generation in Bangladesh

    IEEE ICGET 2015 · Dhaka, Bangladesh

Additional conference papers available on request and via Google Scholar .

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