Gourav Siddhad

16 papers Journal 11Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
MECASA: Motor Execution Classification using Additive Self-Attention for Hybrid EEG-fNIRS Data.
CoRR
Gourav Siddhad, Juhi Singh, Partha Pratim Roy
2025 J jnl
Modified TSception for Analyzing Driver Drowsiness and Mental Workload from EEG.
CoRR
Gourav Siddhad, Anurag Singh, Rajkumar Saini, Partha Pratim Roy
2024 — conf
Awake at the Wheel: Enhancing Automotive Safety Through EEG-Based Fatigue Detection.
ICPR (11)
Gourav Siddhad, Sayantan Dey, Partha Pratim Roy, Masakazu Iwamura
2024 J jnl
Awake at the Wheel: Enhancing Automotive Safety through EEG-Based Fatigue Detection.
CoRR
Gourav Siddhad, Sayantan Dey, Partha Pratim Roy, Masakazu Iwamura
2024 — conf
DrowzEE-G-Mamba: Leveraging EEG and State Space Models for Driver Drowsiness Detection.
ICPR (27)
Gourav Siddhad, Sayantan Dey, Partha Pratim Roy
2024 J jnl
DrowzEE-G-Mamba: Leveraging EEG and State Space Models for Driver Drowsiness Detection.
CoRR
Gourav Siddhad, Sayantan Dey, Partha Pratim Roy
2024 J jnl
Efficacy of transformer networks for classification of EEG data.
Biomed. Signal Process. Control.
Gourav Siddhad, Anmol Gupta, Debi Prosad Dogra, Partha Pratim Roy
2024 J jnl
Enhancing EEG Signal-Based Emotion Recognition with Synthetic Data: Diffusion Model Approach.
CoRR
Gourav Siddhad, Masakazu Iwamura, Partha Pratim Roy
2024 — conf
Neural Networks Meet Neural Activity: Utilizing EEG for Mental Workload Estimation.
ICPR (11)
Gourav Siddhad, Partha Pratim Roy, Byung-Gyu Kim
2024 J jnl
Neural Networks Meet Neural Activity: Utilizing EEG for Mental Workload Estimation.
CoRR
Gourav Siddhad, Partha Pratim Roy, Byung-Gyu Kim
2022 J jnl
DSB-GAN: Generation of deep learning based synthetic biometric data.
Displays
Pankaj Bamoriya, Gourav Siddhad, Harkeerat Kaur, Pritee Khanna, Aparajita Ojha
2022 J jnl
Efficacy of Transformer Networks for Classification of Raw EEG Data.
CoRR
Gourav Siddhad, Anmol Gupta, Debi Prosad Dogra, Partha Pratim Roy
2022 J jnl
Max-min threshold-based cancelable biometric templates for low-end devices.
J. Electronic Imaging
Gourav Siddhad, Pritee Khanna
2021 — conf
Cancelable Template Generation Using Convolutional Autoencoder and RandNet.
CVIP (1)
Pankaj Bamoriya, Gourav Siddhad, Pritee Khanna, Aparajita Ojha
2021 J jnl
Subject-Specific Cognitive Workload Classification Using EEG-Based Functional Connectivity and Deep Learning.
Sensors
Anmol Gupta, Gourav Siddhad, Vishal Pandey, Partha Pratim Roy, Byung-Gyu Kim
2020 — conf
Cancelable Biometric Template Generation Using Convolutional Autoencoder.
CVIP (1)
Gourav Siddhad, Pritee Khanna, Aparajita Ojha