Dr. Gourav Siddhad
Pre-Print Jan 2025 ArXiv

MECASA: Motor Execution Classification using Additive Self-Attention for Hybrid EEG-fNIRS Data

Gourav Siddhad Juhi Singh Partha Pratim Roy
ArXiv
Pre-Print Dec 2025 ArXiv

Modified TSception for Analyzing Driver Drowsiness and Mental Workload from EEG

Gourav Siddhad Anurag Singh Rajkumar Saini Partha Pratim Roy
ArXiv
Q1 Journal Dec 2025 IEEE Transactions on Artificial Intelligence

Enhancing EEG Signal-Based Emotion Recognition with Synthetic Data: Diffusion Model Approach

Gourav Siddhad Masakazu Iwamura Partha Pratim Roy
DOI ArXiv
Q1 Journal Sep 2023 Elsevier - Biomedical Signal Processing and Control

Efficacy of Transformer Networks for Classification of Raw EEG Data

Gourav Siddhad Anmol Gupta Debi Prosad Dogra Partha Pratim Roy
DOI ArXiv
Journal Jul 2022 Elsevier - Displays

DSB-GAN: Generation of Deep Learning based Synthetic Biometric Data

Pankaj Bamoriya Gourav Siddhad Harkeerat Kaur Aparajita Ojha
DOI
Journal May 2022 SPIE - Journal of Electronic Imaging

Max-Min Threshold based Cancelable Biometric Templates for Low-end Devices

Gourav Siddhad Pritee Khanna
DOI
Q1 Journal Oct 2021 MDPI - Sensors

Subject-specific Cognitive Workload Classification using EEG-based Functional Connectivity and Deep Learning

Anmol Gupta Gourav Siddhad Vishal Pandey Byung-Gyu Kim
DOI
Core B Conference Dec 2024 International Conference on Pattern Recognition (ICPR)

Awake at the Wheel: Enhancing Automotive Safety via EEG

Gourav Siddhad Sayantan Dey Masakazu Iwamura Partha Pratim Roy
DOI ArXiv
Core B Conference Dec 2024 International Conference on Pattern Recognition (ICPR)

Neural Network Meet Neural Activity: Utilizing EEG for Mental Workload Estimation

Gourav Siddhad Partha Pratim Roy Byung-Gyu Kim
DOI ArXiv YouTube
Core B Conference Dec 2024 International Conference on Pattern Recognition (ICPR)

DrowzEE-G-Mamba: Leveraging EEG and State Space Models for Driver Drowsiness Detection

Gourav Siddhad Sayantan Dey Partha Pratim Roy
DOI ArXiv YouTube
Conference Jul 2022 Computer Vision and Image Processing (CVIP)

Cancelable Template Generation using Convolutional Autoencoder and RandNet

Pankaj Bamoriya Gourav Siddhad Pritee Khanna Aparajita Ojha
DOI
Conference Mar 2021 Computer Vision and Image Processing (CVIP)

Cancelable Biometric Template Generation Using Convolutional Autoencoder

Gourav Siddhad Pritee Khanna Aparajita Ojha
DOI
Ph.D. Thesis Apr 7, 2025 Indian Institute of Technology, Roorkee

Towards Human Behavior Prediction using EEG: Analyzing Cognitive Workload and Emotional Responses

Gourav Siddhad Partha Pratim Roy
Thesis
M.Tech. Thesis Aug 7, 2020 Indian Institute of Information Technology, Design and Manufacturing, Jabalpur

Cancelable Biometric Templates for Low-End Devices

Gourav Siddhad Pritee Khanna
Thesis