Nikhil Panwar

According to our database, Nikhil Panwar authored at least 6 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

HeartBeatAI: An Interpretable and Robust Deep Learning Framework for Multi-Label ECG Arrhythmia Detection.

Shubham Gupta, Nikhil Panwar, Partha Pratim Roy

CoRR, May, 2026

Empirical Evaluation of Situational Awareness and Its Cognitive Correlates Using EEG.

Vishal Pandey, Nikhil Panwar, Byung-Gyu Kim, Partha Pratim Roy

IEEE Access, 2026

2025

WL-GraphTrax: A Graph-Transformer Framework for EEG-Based Cognitive Workload Classification.

Vishal Pandey, Nikhil Panwar, Partha Pratim Roy, Sushil Chandra

IEEE Access, 2025

Combining Spatio-Temporal Networks and Graph Attention Architectures for EEG-Based Workload Classification.

Nikhil Panwar, Vishal Pandey, Rownak Tiwari, Partha Pratim Roy

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

2024

EEG-CogNet: A deep learning framework for cognitive state assessment using EEG brain connectivity.

Nikhil Panwar, Vishal Pandey, Partha Pratim Roy

Biomed. Signal Process. Control., 2024

Enhanced Cross-Task EEG Classification: Domain Adaptation with EEGNet.

Vishal Pandey, Nikhil Panwar, Atharva Kumbhar, Partha Pratim Roy, Masakazu Iwamura

Proceedings of the Pattern Recognition - 27th International Conference, 2024