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Jun 17, 2020Open AccessArticle
With the rapid development of deep learning, a large number of machine reading comprehension models based on deep learning have emerged. Firstly, the paper points out the shortcomings of traditional search engines and explains the advantages of automatic question answering systems compared with them. Secondly, it summarizes the development process of the deep learning-based machine reading comprehension model, and expounds the overall framework and operation principle of the model, as well as th...
May 13, 2020Open AccessArticle
New enhanced power/ground mesh structure is presented for voltage drop (IR drop) reduction on power distribution network in integrated circuits (ICs). The new structure focuses on the length of the overall power/ground mesh wire pattern, reducing it by using a complex dotted line wire pattern instead of the usual mesh straps, which brings to wire length reduction on almost 40%, while via count on changed metal layer remained the same. Measurements of the voltage drop prove that with proposed mes...
May 11, 2020Open AccessArticle
The tomato crop is an important staple in the ？market and it is one of the most common crops daily ？consumed. Plant or crop diseases cause reduction of quality and quantity of the production; therefore detection and classification of these diseases are very necessary. There are many types of diseases that infect ？tomato plant like (bacterial spot, late blight, sartorial leaf ？spot, tomato mosaic and yellow curved). Early detection of plant diseases increases production and improves its quality. ...
Apr 27, 2020Open AccessArticle
Same program can be written in different programming languages and different ways. One programming language will have advantages and disadvantages compared to another; hence sometimes it is needed to rewrite the code into another language to support this or that functionality. This paper demonstrates an algorithm of interlanguage translator, which is using intended machine learning (ML) algorithms to ensure higher translation rate. In the scope of research, too ...
Apr 24, 2020Open AccessArticle
This algorithm integrates second level Built in self-test (BIST) into multiple memory grouping wrapper. Second level BIST brings additional reliability into memory system while fastening testing time. Main approach is to test whole memory modules from top level by numerous step count of which can be modified based on power consumption requirement and overheat conditions. The worst case of the algorithm can be observed by the time when number of steps is equal to the number of memory modules, oth...
Apr 17, 2020Open AccessArticle
Feature selection aims to find a set of features that are concise and have good generalization capabilities by removing redundant, uncorrelated, and noisy features. Recently, the regularized self-representation (RSR) method was proposed for unsupervised feature selection by minimizing the L2,1 norm of residual matrix and self-representation coefficient matrix. In this paper, we find that minimizing the L2,1 norm of the self-representation coefficient matrix cannot effectively extract the feature...
Apr 14, 2020Open AccessArticle
Objective: To prove LOAR wrong with a mathematical and algorithmically designed experiment. Methodology: Using changes from one to two to three to four to five and to six dimensions as paradigm shifts when CA growth occurs. Results: A series of S-curves are obtained and the actual growth of CA is shown. Limitation: The results could not be continued due to the experimental design used. Conclusion: There is evidence against a continued exponential growth even with paradigm shifts being considered...
Apr 08, 2020Open AccessArticle
Designs including tens of millions of standard cells in one chip are commonly used in current IC projects, so finding optimal location on a chip surface for each logic cell is a very important step in IC design. Apart from finding room for logic cell placement with minimum chip area, length of connecting wires is also playing big role and needs to be taken under control. In this paper, research and implementation of standard cell placement-optimizations’ quadratic algorithm is described. Main re...
Jan 08, 2020Open AccessArticle
This paper presents a power consumption estimation algorithm for static analysis. IR drop is being calculated for each separated node, which makes this algorithm favorable for IR drop calculation on infinite power network. The power consumption is being calculated using random walk algorithm, which includes Monte Carlo simulation method for increasing accuracy of estimation. For power mesh with 150 k power nodes, total IR drop cal ...
Jun 28, 2019Open AccessArticle
At present, part of the experimental environment of computer science courses and the software development environment of the school are built based on virtual machines. As the number of students rapidly increases, the demand for virtual machines goes up correspondingly. Virtual machines consume a lot of resources, and the shortage of resources becomes the bottleneck of laboratory construction. According to the current situation of ...
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