Fixed-point convolutional neural network for real-time video processing in FPGA | Alexandr A. Kalinin

Modern mobile neural networks with a reduced number of weights and parameters do a good job with image classification tasks, but even they may be too complex to be implemented in an FPGA for video processing tasks.