Reducing the impact of seizures in epilepsy patients
The occurrence of random and sudden seizures in epilepsy patients can be stressful and potentially dangerous. The machine-based patient-specific seizure classification system could detect seizure precursors and potentially suppress the seizures. The system-on-chip (SoC) includes a hardware-efficient log-linear engine to realize non-linear support vector machine-based seizure detection. Also, the system enables multi-channel electroencephalography data acquisition and storage.