It has been a long time that computer architecture and systems are optimized for efficient execution of machine learning (ML) models. Now, it is to reconsider the relationship between ML let transform way designed. This embraces twofold meaning: improvement designers’ productivity completion virtuous cycle. In this article, we present comprehensive review work applies system design. First, perf...

This work outlines the architecture and main features of the BESM-6 computer and data processing system AS-6. It also discusses the development of the “Electronika SS BIS-1” supercomputer system as well as the principle results of the research on multi-architecture (heterogeneous) supercomputer systems.

Computer architecture courses are crucial core courses in computer engineering, electrical engineering, and computer science programs. Dramatic changes in technology, markets, and computer applications create a quite unique and challenging arena for computer architecture instructors and students. The goal is to provide learning environments that will offer hands-on experience and nurture rapid ...

A Digital Microfluidic Biochip (DMFB) offers a promising platform for medical diagnostics, DNA sequencing, Polymerase Chain Reaction (PCR), and drug discovery and development. Conventional Drug discovery procedures require timely and costly manned experiments with a high degree of human errors with no guarantee of success. On the other hand, DMFB can be a great solution for miniaturization, int...

Artificial neural networks have the advantages such as learning, adaptation, fault-tolerance, parallelism and generalization. This paper mainly intends to offer a novel method for finding a solution of a fuzzy equation that supposedly has a real solution. For this scope, we applied an architecture of fuzzy neural networks such that the corresponding connection weights are real numbers. The ...

artificial neural networks have the advantages such as learning, adaptation, fault-tolerance, parallelism and generalization. this paper mainly intends to offer a novel method for finding a solution of a fuzzy equation that supposedly has a real solution. for this scope, we applied an architecture of fuzzy neural networks such that the corresponding connection weights are real numbers. the sugg...

The design of a specialized computer architecture for qualitative simulation is presented. Our interest focuses on the hardware design of an application-speciic computer architecture which is composed of programmable processors (digital signal processors TMS320C40) and application-speciic integrated circuits (FPGAs). Two design strategies are considered to improve the performance. Primitive fun...

Computer architecture, like many other well established research fields, has witnessed periodic trends in research interests. Certain research topics transcend the test of time, while others enjoy surges in popularity followed by a period of decline and interest. However, there is little actual data that corroborates or rebukes these patterns of popularity within our community. To substantiate ...