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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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Comparing Reliability-Redundancy Tradeoffs for Two von Neumann Multiplexing Architectures
IEEE Transactions On Nanotechnology, 2007Nanoelectronic systems are anticipated to be highly susceptible to computation and communication noise. Interestingly, von Neumann addressed the issue of computation in the presence of noisy gates in 1952 and developed a technique called multiplexing.
Debayan Bhaduri +3 more
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Extending Von Neumann uniprocessor architecture to exploit result sharing
Proceedings of Southeastcon '93, 2002The author describes how result sharing schemes can be applied to Von Neumann uniprocessor architectures in order to avoid redundant computations. He presents the modifications needed in a typical Von Neumann architecture to support result sharing. The extensions involved are simple and minimal.
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Revisiting von Neumann’s Architecture of Machine Self-reproduction Using Avida
2013In an attempt to explore potential for the evolutionary growth of complexity and distinctive mutational pathways, we revisit the machine self-reproduction originally proposed by John von Neumann. Preliminary experiments have been run using a designed von Neumann style self-reproducer novelly implemented within the Avida world. Among initial results, we
Tomonori Hasegawa, Barry McMullin
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Can a Quantum Computer Run the von Neumann Architecture?
2010At the core of nearly every modern computer is a central processing unit running the von Neumann architecture. This computer architecture gives computationally universal machines, and non-trivial control structures arise naturally, leading to high-level programming constructs.
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Breaking the von Neumann bottleneck: architecture-level processing-in-memory technology
Science China Information Sciences, 2021Xingqi Zou, Sheng Xu, Xiaoming Chen
exaly
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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The Heterogeneous Deep Neural Network Processor With a Non-von Neumann Architecture
Proceedings of the IEEE, 2020Dongjoo Shin, Hoi-Jun Yoo
exaly