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gsiddhad/README.md

Hi 👋, I'm Dr. Gourav Siddhad

PhD from Indian Institute of Technology Roorkee, India

gsiddhad

gsiddhad

g_siddhad

  • 🔭 I’m currently working on Brain-Computer Interface

Connect with me:

gsiddhad g_siddhad gsiddhad 7136081 gourav1607 gsiddhad g.siddhad gsiddhad @gsiddhad gourav1607 gsiddhad gourav1607 gourav0f8n gourav1607

Languages and Tools:

android arduino c cplusplus git java linux matlab mysql opencv oracle pandas python pytorch scikit_learn seaborn tensorflow

gsiddhad

 gsiddhad

gsiddhad

Thesis

  • Gourav Siddhad and Partha Pratim Roy
    Towards Human Behavior Prediction using EEG: Analyzing Cognitive Workload and Emotional Responses
    Indian Institute of Technology Roorkee
    Ph.D., April 2025

  • Gourav Siddhad and Pritee Khanna
    Cancelable Biometric Templates for Low-End Devices
    PDPM Indian Institute of Information Technology, Design, and Manufacturing, Jabalpur
    M.Tech, August 2020

Publications

  • Gourav Siddhad, Masakazu Iwamura, Partha Pratim Roy
    Enhancing EEG Signal-based Emotion Recognition with Synthetic Data: Diffusion Model Approach
    arXiv:2401.16878
    DOI

  • Gourav Siddhad, Juhi Singh, Partha Pratim Roy
    MECASA: Motor Execution Classification using Additive Self-Attention for Hybrid EEG-fNIRS Data
    arXiv:2501.05525
    DOI

  • Gourav Siddhad, Sayantan Dey, Partha Pratim Roy, Masakazu Iwamura
    Awake at the Wheel: Enhancing Automotive Safety through EEG-Based Fatigue Detection
    27th International Conference on Pattern Recognition (ICPR), 2024
    DOI [Core2023: B]

  • Gourav Siddhad, Partha Pratim Roy, Byung-Gyu Kim
    Neural Network Meet Neural Activity: Utilizing EEG for Mental Workload Estimation
    27th International Conference on Pattern Recognition (ICPR), 2024
    DOI [Core2023: B]

  • Gourav Siddhad, Sayantan Dey, Partha Pratim Roy
    DrowzEE-G-Mamba: Leveraging EEG and State Space Models for Driver Drowsiness Detection
    27th International Conference on Pattern Recognition (ICPR), 2024
    DOI [Core2023: B]

  • Gourav Siddhad, Anmol Gupta, Debi Prosad Dogra, Partha Pratim Roy
    Efficacy of Transformer Networks for Classification of Raw EEG Data
    Biomedical Signal Processing and Control. Volume 87, Part B, 105488, 2024
    DOI [Q1] [IF: 5.1]

  • Gourav Siddhad, Pritee Khanna
    Max-min threshold-based cancelable biometric templates for low-end devices
    Journal of Electronic Imaging. 31(3), 033025, 2022
    DOI [Q2] [IF: 1.1]

  • Anmol Gupta, Gourav Siddhad, Vishal Pandey, Partha Pratim Roy, Byung-Gyu Kim
    Subject-Specific Cognitive Workload Classification Using EEG-Based Functional Connectivity and Deep Learning
    MDPI Sensors. 2021; 21 (20):6710
    DOI [Q1] [IF: 3.9]

  • Gourav Siddhad, Pritee Khanna, Aparajita Ojha
    Cancelable Biometric Template Generation Using Convolutional Autoencoder
    International Conference on Computer Vision and Image Processing, Springer, Singapore. 303–314, 2021
    DOI

Pinned Loading

  1. BW2RGB BW2RGB Public

    Converts Gray Image to Color using Deep Learning

    Jupyter Notebook

  2. HiDDeN HiDDeN Public

    Implementation of Hiding Data using Deep Networks - J Zhu

    Jupyter Notebook 4

  3. Image-Processing Image-Processing Public

    Matlab Codes for Image Manipulation

    Jupyter Notebook 1

  4. Projects Projects Public

    Different Projects of different Streams

    C++ 4 1

  5. Algorithms Algorithms Public

    Different Algorithms implementation

    C++

  6. Cryptography Cryptography Public

    Implementation of Ciphers

    C++ 3