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ARTIFICIAL INTELLIGENCE ANALYSIS AND EXPLANATION UTILIZING HARDWARE MEASURES OF ATTENTION

机译:利用注意力的人工智慧分析和解释措施

摘要

Embodiments are directed to artificial intelligence (AI) analysis and explanation utilizing hardware measures of attention. An embodiment of a non-transitory computer-readable storage medium has stored thereon executable computer program instructions for: monitoring one or more factors of an AI network during operation of the network, the network to receive input data and output a decision based at least in part on the input data; determining attention received by the one or more factors of the network during the operation of the network; determining one or more relationships between the attention received by the one or more factors and a decision of the network based at least in part on the monitored information; and generating an analysis of the operation of the network based at least in part on the one or more relationships between attention received by the one or more factors and the decision of the network.
机译:实施例针对利用注意力的硬件度量的人工智能(AI)分析和解释。非暂时性计算机可读存储介质的实施例在其上存储了可执行的计算机程序指令,该可执行的计算机程序指令用于:在网络的操作期间监视AI网络的一个或多个因素,该网络至少基于以下内容来接收输入数据并输出决定:部分输入数据;确定在网络运行期间由网络的一个或多个因素引起的关注;至少部分地基于所监视的信息,确定由一个或多个因素接收的注意力与网络的决定之间的一个或多个关系;至少部分地基于由一个或多个因素接收的注意力与网络的决策之间的一个或多个关系来生成对网络的操作的分析。

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