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Learning framework for software-hardware model generation and verification

机译:用于软件 - 硬件模型的学习框架生成和验证

摘要

Generating an abstract model of the behavior of a hardware and/or software design. A learning framework learns an unknown regular language that represents the behaviors of the hardware and/or software logic which do not violate a specified property that the abstract model is required to satisfy. The framework receives input data including the specified property, concrete models of the behavior of the hardware and/or software; and an alphabet of all symbols that are allowed to occur in any string that can be defined in the unknown regular language, each symbol representing an event in the hardware and/or software. The framework generates an abstract model of the behavior of the hardware or software design by checking whether a sequence of events in a concrete model satisfies the specified property and outputs the generated abstract model.
机译:生成硬件和/或软件设计行为的抽象模型。一个学习框架了解一个未知的常规语言,表示硬件和/或软件逻辑的行为,其不会违反抽象模型需要满足的指定属性。该框架接收输入数据,包括特定属性,硬件和/或软件行为的具体模型;以及在任何可以以未知常规语言中定义的任何字符串中允许发生的所有符号的字母表,每个符号表示硬件和/或软件中的事件。该框架通过检查具体模型中的一系列事件是否满足指定属性并输出所生成的抽象模型来生成硬件或软件设计的行为的抽象模型。

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