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Chapter and Conference Paper
TESDAM: Neural Networks Dataflow Modeling Based on Spatiotemporal Migration Representation
Spatial architecture has emerged as a promising way to accelerate artificial neural networks (ANNs), but requires to model the ANN hardware dataflow to obtain the optimal dataflow choice to obtain ideal accele...
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Chapter and Conference Paper
Ferproof: A Constant Cost Range Proof Suitable for Floating-Point Numbers
The decentralization of the blockchain has led to the leakage of privacy data at the transaction layer, causing information security issues. The zero-knowledge range proof can confidentially verify that the tr...
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Article
EHSTM: a formal model of embedded software and research on several key issues
The traditional system design method cannot guarantee the dependence of large-scale and complex real-time embedded software. The model constructed by UML and other semi-structured modeling languages does not s...
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Chapter and Conference Paper
A Partition Method of SoC Design Serving the Multi-FPGA Verification Platform
FPGA (Field-Programmable Gate Array) technology can provide excellent accuracy and efficiency for Chip verification, which has become the key bottleneck of SoC design. Due to the resource constraints of single...
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Chapter and Conference Paper
Accelerating Software Model Checking Based on Program Backbone
Model checking technique has been gradually applied to verify the reliability of software systems. However, as to software with large scale and complex structure, the verification procedure suffers from the st...
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Chapter and Conference Paper
Interrupt Modeling and Verification for Embedded Systems Based on Time Petri Nets
The embedded systems are interrupt-driven systems, but the triggered methods of interrupts are with randomness and uncertainty. The behavior of interrupt can be quite difficult to fully understand, and many ca...
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Chapter and Conference Paper
A Method of Software Defects Mining Based on Static Analysis
Software defects are easy to cause when programming by C++ language, because of its features of flexibility and complexity, as well as its large number of undefined behaviors. According to “MISRA C++ 2008” saf...
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Chapter and Conference Paper
An Improved NN-SVM Based on K Congener Nearest Neighbors Classification Algorithm
Support vector machine constructs an optimal classification hyperplane by support vectors. While samples near the boundary are overlapped seriously, it not only increases the burden of computation but also dec...
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Chapter and Conference Paper
Algorithm for Public Transit Trip with Minimal Transfer Times and Shortest Travel Time
Considering passengers’ travel psychoanalysis, the public traffic model of optimum route is proposed, which primary goal is minimal transfer times and the second goal is shortest travel time. On the integrated...
