MODEL OF AUTOMATED SYNTHESIS TOOL FOR HARDWARE ACCELERATORS OF CONVOLUTIONAL NEURAL NETWORKS FOR PROGRAMMABLE LOGIC DEVICES

MODEL OF AUTOMATED SYNTHESIS TOOL FOR HARDWARE ACCELERATORS OF CONVOLUTIONAL NEURAL NETWORKS FOR PROGRAMMABLE LOGIC DEVICES

Currently, more and more tasks on image processing and analysis are being solved using convolutional neural networks. Neural networks implemented using high-level programming languages, libraries and frameworks cannot be used in real-time systems, for example, for processing streaming video in cars,...

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Bibliographic Details
Main Authors: Victor A. Egiazarian, Sergei V. Bykovskii
Format: Article
Language:English
Published: Saint Petersburg National Research University of Information Technologies, Mechanics and Optics (ITMO University) 2020-08-01
Series:Naučno-tehničeskij Vestnik Informacionnyh Tehnologij, Mehaniki i Optiki
Subjects:
convolutional neural networks
neural network accelerators
hardware accelerators
fpga
cad
Online Access:https://ntv.ifmo.ru/file/article/19792.pdf

Internet

https://ntv.ifmo.ru/file/article/19792.pdf

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