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Proceedings Paper

Neural eye-processing computer based on FPGA technologies
Author(s): Andriy V. Kozhemyako; Oleksandr S. Bezkrevnyi
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Paper Abstract

One of the promising areas in the field of image processing and analysis is the hardware implementation of neural network for processing and analyzing of images based on FPGA technologies. The structural scheme of the multifunctional calculator was developed. It contains MxN cells in the form of matrix, a formation block of signs that has N control nodes, input of clock impulses, input of reset, output of common feature of zero and outputs of features of zero by columns and rows of matrix. The described structure is a classifier and it was written to the FPGA crystal1.

The main task is to provide processing and analysis of images in real time. Hardware implementation allows to use it in many types of activities: biomedical engineering, industry, aerospace sphere, etc2.

Paper Details

Date Published: 6 September 2019
PDF: 10 pages
Proc. SPIE 11137, Applications of Digital Image Processing XLII, 111371Z (6 September 2019);
Show Author Affiliations
Andriy V. Kozhemyako, Vinnytsia National Technical Univ. (Ukraine)
Oleksandr S. Bezkrevnyi, Vinnytsia National Technical Univ. (Ukraine)


Published in SPIE Proceedings Vol. 11137:
Applications of Digital Image Processing XLII
Andrew G. Tescher; Touradj Ebrahimi, Editor(s)

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