Pavel Lyakhov

Area-Efficient FPGA Implementation of Minimalistic Convolutional Neural Network Using Residue Number System

2018 · DOAJ (DOAJ: Directory of Open Access Journals)

Convolutional Neural Networks (CNN) is the promising tool for solving task of image recognition in computer vision systems. However, the most known implementation of CNNs require a significant amount of memory for storing weights in …