Efficacy of transformer networks for classification of EEG data G Siddhad, A Gupta, DP Dogra, PP Roy Biomedical Signal Processing and Control 87, 105488, 2024 | 50 | 2024 |
Subject-Specific Cognitive Workload Classification Using EEG-Based Functional Connectivity and Deep Learning A Gupta, G Siddhad, V Pandey, PP Roy, BG Kim Sensors 21 (20), 6710, 2021 | 45 | 2021 |
DSB-GAN: Generation of deep learning based synthetic biometric data P Bamoriya, G Siddhad, H Kaur, P Khanna, A Ojha Displays 74, 102267, 2022 | 19 | 2022 |
Enhancing EEG Signal-Based Emotion Recognition with Synthetic Data: Diffusion Model Approach G Siddhad, M Iwamura, PP Roy arXiv 2401 (2401.16878), 2024 | 11 | 2024 |
Max-min threshold-based cancelable biometric templates for low-end devices G Siddhad, P Khanna Journal of Electronic Imaging 31 (3), 033025-033025, 2022 | 7 | 2022 |
Cancelable Biometric Template Generation Using Convolutional Autoencoder G Siddhad, P Khanna, A Ojha Computer Vision and Image Processing: 5th International Conference, CVIP …, 2021 | 7 | 2021 |
DrowzEE-G-Mamba: Leveraging EEG and State Space Models for Driver Drowsiness Detection G Siddhad, S Dey, PP Roy International Conference on Pattern Recognition, 281-295, 2024 | 2 | 2024 |
Cancelable Template Generation Using Convolutional Autoencoder and RandNet P Bamoriya, G Siddhad, P Khanna, A Ojha International Conference on Computer Vision and Image Processing, 363-374, 2021 | 2 | 2021 |
Neural Network Meet Neural Activity: Utilizing EEG for Mental Workload Estimation G Siddhad, PP Roy, BG Kim 27th International Conference on Pattern Recognition (ICPR), 2024 | 1 | 2024 |
MECASA: Motor Execution Classification using Additive Self-Attention for Hybrid EEG-fNIRS Data G Siddhad, J Singh, PP Roy arXiv preprint arXiv:2501.05525, 2025 | | 2025 |
Awake at the Wheel: Enhancing Automotive Safety through EEG-Based Fatigue Detection G Siddhad, S Dey, PP Roy, M Iwamura 27th International Conference on Pattern Recognition (ICPR), 2024 | | 2024 |
Cancelable Biometric Templates for Low-end Devices G Siddhad, P Khanna PDPM Indian Institute of Information Technology, Design and Manufacturing …, 2020 | | 2020 |