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Updated: Jun 26, 2025

Interictal High Frequency Oscillations Detected with Simultaneous Magnetoencephalography and Electroencephalography as Biomarker of Pediatric Epilepsy
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Interictal High Frequency Oscillations Detected with Simultaneous Magnetoencephalography and Electroencephalography as Biomarker of Pediatric Epilepsy

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PyHFO:轻量级的深度学习驱动端到端高频振荡分析应用程序.

Yipeng Zhang1, Lawrence Liu1, Yuanyi Ding1

  • 1Department of Electrical and Computer Engineering, University of California, Los Angeles, CA, United States of America.

Journal of neural engineering
|May 9, 2024
PubMed
概括

PyHFO是一个新的软件平台,使用深度学习来检测用于研究的EEG记录中的高频振荡 (HFO). 它显著加快分析速度,使先进的EEG分析更容易获得临床和研究用途.

关键词:
卷积神经网络是一种卷积神经网络.高频振荡的高频振荡.神经生理学神经生理学

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相关概念视频

Fast Fourier Transform01:10

Fast Fourier Transform

The Fast Fourier Transform (FFT) is a computational algorithm designed to compute the Discrete Fourier Transform (DFT) efficiently. By breaking down the calculations into smaller, manageable sections, the FFT significantly reduces the computational complexity involved. Direct computation of an N-point DFT requires N2 complex multiplications, whereas the FFT algorithm needs only (N/2)log⁡2N multiplications, offering a much faster performance.
The computational efficiency of the FFT becomes...
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