The Optical Dynamic Random Access Memory for Neurocomputers
[ 1 ] Faculty of Information Electronic Systems, Vinnytsia National Technical University, Vinnytsia, Ukraine | [ 2 ] Department of Computer Sciences and Digital Economy, Vinnytsia National Agrarian University, Vinnytsia, Ukraine | [ 3 ] Department of Information Management and Business Systems, Comenius University in Bratislava, Bratislava, Slovakia | [ 4 ] Instytut Informatyki, Wydział Informatyki i Telekomunikacji, Politechnika Poznańska | [ 5 ] Department of Automation, Electrical Engineering and Computer-Integrated Technologies, National University of Water and Environmental Engineering, Rivne, Ukraine | [ P ] employee
2026
chapter in monograph
english
EN In the rapidly evolving landscape of image processing, conventional techniques prove insufficient and require the exploration of new approaches. This change is particularly crucial given the growing demand for optical memory devices and their integration into emerging computer and information technology infrastructures. However, existing methods in image processing cannot meet the evolving requirements of modern applications. This poses a significant challenge in optimising the technical capabilities of memory devices and extending their usefulness in various fields. Moreover, the transition to nanotechnology-based multiprocessor systems, especially in geoinformation energy control systems, is a further obstacle in terms of efficiency and scalability. To address these challenges, the research focuses on the utilisation of dynamic optical electronic memory deployed in fibre optic lines within advanced optical electronics systems. Using the latest optoelectronic technologies, it aims to improve the technical performance of memory devices while expanding their scope of application. Furthermore, a signal model has been developed to clarify the functioning of dynamic memory on fibre optic lines, allowing for a complete analysis of its light energy efficiency. Through these efforts, he tried to pave the way for the seamless integration of optical memory devices into the fabric of modern computers and information technology by strengthening cybersecurity defence walls in edge computer environments.
02.01.2026
369 - 388
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