Rajendra Kumar Sureka

Lightweight seizure detection with channel attention and multilayer gated recurrent unit for cross-patient EEG analysis

Real-time epileptic seizure detection from multichannel EEG signals remains a challenging clinical problem due to high inter-patient variability, severe class imbalance, and complex multi-scale ictal dynamics. Existing deep learning approaches predominantly rely on computationally intensive architectures such as Bidire...