Ayush Gupta

A hybrid spiking neural network with contrastive pretraining for interpretable seizure forecasting using explainable AI

Neonatal seizures remain one of the most diagnostically demanding problems in intensive care, partly because the EEG signatures are subtle and partly because expert readers miss roughly one in four events under standard monitoring conditions. We address this gap with a framework that integrates three ideas not previous...