Deformable part models(DPM) is a typical machine-learning based detection technique. It can achieve great success in detecting accuracy, but have computeintensive tasks which severely restricts its utilization in many...
详细信息
ISBN:
(纸本)9781538604854
Deformable part models(DPM) is a typical machine-learning based detection technique. It can achieve great success in detecting accuracy, but have computeintensive tasks which severely restricts its utilization in many real world applications. In order to get high frame-rate for practical use, accelerators and grid computing infrastructure are needed. This paper propose a grid scheduling scheme which maintain two queues for GPUs and SW processors. The scheme obtain good scalability results through a lot of experiment. The experimental result on single processor node indicates that the parallel implementation on accelerators can achieve speedup up to 3x.
Suspended Gate Field Effect Transistor (SGFET) with lower subthreshold swing (S) can overcome high power dissipation during switching events. An electrostatic actuator, which is the fundamental building block of SGFET...
详细信息
There are more and more users to use mobile application to get the cooking recipe information, but to recommend right recipe for each user is challenging for the complex food and diet information. In this paper, a hyb...
详细信息
ISBN:
(纸本)9781509025350
There are more and more users to use mobile application to get the cooking recipe information, but to recommend right recipe for each user is challenging for the complex food and diet information. In this paper, a hybrid recommendation system is proposed for personalized recipe mobile application. We describe a scalable recommendation system to process the massive data from mobile applications based on the spark clusters, and design a hybrid recommendation algorithm, which combines content-based filtering and collaborative filtering to improve the recipe recommended effectiveness. Our experiments reveal that the recommendation system has scalable computational capability.
AlGaN/GaN metal-insulator-semiconductor diodes (MISDs) with three different gate dielectrics, viz. silicon nitride (SiNx), aluminium oxide (Al2O3) and aluminium nitride (AlN) were fabricated. Capacitance-conductance m...
详细信息
Nowadays, the backwardness of the power automation management in our country causes the loss of a lot of energy. In order to improve the situation, an anti-stealing mathematical model is introduced in this paper. Firs...
详细信息
ISBN:
(纸本)9781509025350
Nowadays, the backwardness of the power automation management in our country causes the loss of a lot of energy. In order to improve the situation, an anti-stealing mathematical model is introduced in this paper. Firstly, ten factors are selected to build the indictor evaluation system, data mining is used to process lots of the electricity data. Then, a mathematical model based on BP neural network is built for analyzing the customer consumption behavior. With the model, the suspicion coefficient of electricity stealing can be calculated, and the credit rating of power consumer is also classified. In this paper, some typical companies are selected to verify the electricity anti-stealing model, and a conclusion that a feasible idea for the electricity stealing problem is drawn.
The Patent Cloud Platform is under construction in Chongqing. As the most important part of the Patent Cloud Platform, the Patent Data Resource Service Center is urgent. Tens of millions of patent data from seven coun...
详细信息
ISBN:
(纸本)9781509025350
The Patent Cloud Platform is under construction in Chongqing. As the most important part of the Patent Cloud Platform, the Patent Data Resource Service Center is urgent. Tens of millions of patent data from seven countries and two organizations would be shared for public. For the heterogeneous of patent data from different data sources, some essential pre-processing methods should be carried out to clean, integrate, transform and normalize the data. The Data Access Service Module is designed and implemented to access the large scale of patent data rapidly, and many well-defined data service interfaces are implemented to produce various patent data applications. A well runtime environment should be maintained to make sure the system operating correctly.
In recent years, the LED backlight module has become the main development of the thin film transistor liquid crystal display (TFT-LCD) module. The light guide plate warpage is the major source of ripple phenomenon fou...
详细信息
ISBN:
(纸本)9783319173146;9783319173139
In recent years, the LED backlight module has become the main development of the thin film transistor liquid crystal display (TFT-LCD) module. The light guide plate warpage is the major source of ripple phenomenon found in the TFT-LCD module. In this chapter, different molding technological parameters are used for the experiment by the Taguchi method in the manufacturing process to find the factors of light guide plate warpage. The results of this manufacturing process are used to identify the optimization for production processes.
Tunnel FETs (TFETs) with steep switching slope have emerged as an attractive device for energy-efficient circuit implementations. In this work, we explore Spiking Neural Network (SNN) based on Tunnel FETs. Neuron and ...
详细信息
In this paper, we present a novel physics based model for front and back gate coupling in UTBB (Ultra Thin body with Buried oxide) Fully Depleted Silicon On Insulator (FD-SOI) Transistors, which is then used in derivi...
详细信息
The three-dimensional digital factory technology research is the hotspot in shipbuilding recently. The three-dimensional digital factory technology not only focus on design the components of the product, but also disc...
详细信息
The three-dimensional digital factory technology research is the hotspot in shipbuilding recently. The three-dimensional digital factory technology not only focus on design the components of the product, but also discuss on the simulation and analyses of the production process. Based on the three-dimensional model, the basic data layer, application control layer and the presentation layer of hierarchical structure are established in the three-dimensional digital factory of shipbuilding in this paper. And the key technologies of three-dimensional digital factory of shipbuilding are analysed. Finally, a case study is applied and the results show that the three-dimensional digital factory will play an important role in the future.
暂无评论