Scholarship

Selected Publications

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

I

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

    Paper Preprint Code

  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

II

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

III

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

IV

Selected Conference Proceedings

  1. Top 3 Best Paper Finalists!

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

    ACM ICONS 2026 · Chicago, Illinois, USA

    Md Abu Bakr Siddique, Jakub Orłowski, Yan Zhang, Hongyu An

    Paper Preprint Slides Top 3

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

    ACM ICONS 2024 · Arlington, Virginia, USA

    Tianze Liu, Md Abu Bakr Siddique, Hongyu An

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

    IEEE IEMCON 2021 · Vancouver, Canada

    Shadman Sakib, Abyaz Kader Tanzeem, Ihtyaz Kader Tasawar, Fatema Shorna, Md Abu Bakr Siddique, Saadia Binte Alam

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

    IEEE ICOSEC 2021 · Trichy, India

    Shadman Sakib, Md Abu Bakr Siddique, Mohammad Mahmudur Rahman Khan, Nowrin Yasmin, Anas Aziz, Madiha Chowdhury, Ihtyaz Kader Tasawar

  5. Performance Analysis of Machine Learning Approaches in Diabetes Prediction

    IEEE R10-HTC 2021 · Bangalore, India

    Shadman Sakib, Nowrin Yasmin, Ihtyaz Kader Tasawar, Anas Aziz, Md Abu Bakr Siddique, Mohammad Mahmudur Rahman Khan

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

    IEEE R10-HTC 2020 · Kuching, Sarawak, Malaysia

    Mohammad Mahmudur Rahman Khan, Shadman Sakib, Md Abu Bakr Siddique, Madiha Chowdhury, Ziad Hossain, Anas Aziz, Nowrin Yasmin

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

    IEEE ISMSIT 2020 · Turkey

    Mohammad Mahmudur Rahman Khan, Md Abu Bakr Siddique, Shadman Sakib, Anas Aziz, Ihtyaz Kader Tasawar, Ziad Hossain

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

    IEEE I-SMAC 2020 · Palladam, India

    Md Abu Bakr Siddique, Shadman Sakib, Mohammad Mahmudur Rahman Khan, Abyaz Kader Tanzeem, Madiha Chowdhury, Nowrin Yasmin

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

    IEEE I-SMAC 2020 · Palladam, India

    Mohammad Mahmudur Rahman Khan, Md Abu Bakr Siddique, Shadman Sakib, Anas Aziz, Abyaz Kader Tanzeem, Ziad Hossain

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

    IEEE iCEEiCT 2018 · Dhaka, Bangladesh

    Mohammad Mahmudur Rahman Khan, Md Abu Bakr Siddique, Rezoana Bente Arif, Mahjabin Rahman Oishe

  11. Study of PV Implementation for Electricity Generation in Bangladesh

    IEEE ICGET 2015 · Dhaka, Bangladesh

    Md Abu Bakr Siddique, M. Tanvirul Hoque, Tashfique Sibgat Ullah, Rakibul Hasan Sagor, Shahid Ullah

Additional conference papers available on request and via Google Scholar .

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