Accelerating Frequency-domain Convolutional Neural Networks Inference using FPGAs.
Yi ChenBosheng LiuYongqi XuJigang WuXiaoming ChenPeng LiuQingguo ZhouYinhe HanPublished in: ISCAS (2024)
Keyphrases
- frequency domain
- convolutional neural networks
- spatial domain
- fourier transform
- cross correlation
- convolutional network
- power spectrum
- denoising
- feature extraction
- fourier domain
- frequency analysis
- frequency response
- power spectra
- subband
- discrete fourier transform
- spectrum analysis
- affine invariance
- facial asymmetry
- low pass
- phase correlation
- fourier analysis
- random fields
- log polar
- frequency domain analysis
- machine learning