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Computer architecture and John von Neumann principles
SCIENTIFIC WORK, 2021The program is stored in the machine's memory from any external device. The control device organizes its execution, taking into account the program in memory. The mathematical-logical device performs mathematical and logical calculations in accordance with the entered commands. Thus, the computer performs calculations without human assistance.
Ramazan Əzizxan oğlu Eyyubov +2 more
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Beyond Von Neumann in the Computing Continuum: Architectures, Applications, and Future Directions
IEEE Internet ComputingThe article discusses emerging non-von Neumann computer architectures and their integration in the computing continuum for supporting modern distributed applications, including artificial intelligence, big data, and scientific computing. It provides a detailed summary of available and emerging non-von Neumann architectures, which range from power ...
Dragi Kimovski +2 more
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Machine Learning Computers With Fractal von Neumann Architecture
IEEE Transactions on Computers, 2020Machine learning techniques are pervasive tools for emerging commercial applications and many dedicated machine learning computers on different scales have been deployed in embedded devices, servers, and data centers. Currently, most machine learning computer architectures still focus on optimizing performance and energy efficiency instead of ...
Yongwei Zhao 0001 +9 more
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Reconfigurable computing - evolution of Von Neumann architecture
2010 International Conference on Field-Programmable Technology, 2010With the rapid progress of semiconductor technology, billions transistors can be integrated on a single silicon chip. However, increasing power consumption, complicated system function and huge investment will slow down the development of process technology and impact the integrated circuit products.
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2018
John von Neumann gave his name to what has become known as the von Neumann architecture that is used in almost all computers. It includes a central processing unit which includes the control unit and the arithmetic unit, an input and output unit, and memory.
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John von Neumann gave his name to what has become known as the von Neumann architecture that is used in almost all computers. It includes a central processing unit which includes the control unit and the arithmetic unit, an input and output unit, and memory.
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Limitations of Von Neumann Architecture
2018As part of its strategic goals for technological development, the Russian Federation aims to create ultrahigh productivity supercomputer technologies or exascale computing by 2025. To this end, it is necessary to effectively develop domestic production of highly productive and trusted computer aids; to overcome physical limitations relating to energy ...
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The pattern extraction architecture: A connectionist alternative to the von Neumann architecture
1997A detailed connectionist architecture is described which is capable of relating psychological behavior to the functioning of neurons and neurochemicals. The need to be able to build, repair and modify current electronic systems with billions of hardware components has been met through a seldom appreciated aspect of the von Neumann architecture: the ...
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Spintronics-based Architectures for non-von Neumann Computing
2020The scaling of transistor technology in the last few decades has significantly impacted our lives. It has given birth to different kinds of computational workloads which are becoming increasingly relevant. Some of the most prominent examples are Machine Learning based tasks such as image classification and pattern recognition which use Deep Neural ...
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Software Techniques for Non-Von Neumann Architectures
1990Abstract : This report examines the use of non-sequential (Non-von Neumann) technology for the support of command and control applications. It has become apparent that the utilization of traditional von-Neumann computers is insufficient of many applications.
Ralph Duncan +4 more
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Von-Neumann and Beyond: Memristor Architectures
2017An extensive reliance on technology, an abundance of data, and increasing processing requirements have imposed severe challenges on computing and data processing. Moreover, the roadmap for scaling electronic components faces physical and reliability limits that hinder the utilization of the transistors in conventional systems and promotes the need for ...
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