Real-time sub-milliwatt epilepsy detection implemented on a spiking neural network edge inference processor - Li, Ruixin; Zhao, Guoxu; Muir, Dylan Richard; Ling, Yuya; Burelo, Karla; Khoe, Mina; Wang, Dong; Xing, Yannan; Qiao, Ning (Computers in biology and medicine, 2024)
Keywords: Convulsions & seizures; Datasets; Diagnosis; EEG; Electroencephalogram; Electroencephalography - methods; Energy requirements; Epilepsy; Epilepsy - diagnosis; Epilepsy - physiopathology; Firing pattern; Humans; Internal Medicine; Latency; Microprocessors; Neural networks; Neural Networks, Computer; Neuromorphic processor; Other; Portable equipment; Power consumption; Power management; Real time; Seizure detection; Seizures; Signal processing; Signal Processing, Computer-Assisted; Spiking; Spiking neural network; Synapses; Ultra-low power; Wearable technology; Electroencephalogram; Seizure detection; Neuromorphic processor; Spiking neural network; Ultra-low power