Machine-Based Patient-Specific Seizure Classification System

March 25, 2020


Reducing the impact of seizures in epilepsy patients

Technology Overview

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.