A 65nm/0.448 mW EEG processor with parallel architecture SVM and lifting wavelet transform for high-performance and low-power epilepsy detection - Wen, Yongzhong; Zhang, Yuejun; Wen, Liang; Cao, Haojie; Ai, Guangpeng; Gu, Minghong; Wang, Pengjun; Chen, Huiling (Computers in biology and medicine, 2022)
Keywords: Accuracy; Algorithms; Circuits; Classification; Convulsions & seizures; CSD code; EEG; EEG epilepsy Detection; Electroencephalography; Electroencephalography - methods; Epilepsy; Epilepsy - diagnosis; Feature extraction; Field programmable gate arrays; Fourier transforms; Hoisting; Humans; Internal Medicine; Latency; Lifting; Lifting wavelet transform; Machine learning; Microprocessors; Neural networks; Other; Portable equipment; Power consumption; Power management; Regularization methods; Signal processing; Signal Processing, Computer-Assisted; Support Vector Machine; Support vector machines; Wavelet Analysis; Wavelet transforms; Wearable technology; Lifting wavelet transform; Support vector machine; EEG epilepsy Detection; CSD code