Epileptic seizure prediction using big data and deep learning: Toward a mobile system
Authors: Isabell Kiral-Kornek, Subhrajit Roy, Ewan Nurse, Benjamin Mashford, Philippa Karoly, Thomas Carroll, Daniel Payne, Susmita Saha, Steven Baldassano, Terence O’Brien, David Grayden, Mark Cook, Dean Freestone and Stefan Harrer
EBioMedicine Open
Abstract
This study demonstrates that deep learning in combination with neuromorphic hardware can provide the basis for a wearable, real-time, always-on, patient-specific seizure warning system with low power consumption and reliable long-term performance.