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Updated: Feb 5, 2026

Investigating the Neural Mechanisms of Aware and Unaware Fear Memory with fMRI
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Investigating the Neural Mechanisms of Aware and Unaware Fear Memory with fMRI

Published on: October 6, 2011

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UncerTrans:用于早期行动预测的不确定性意识时间变压器

Xianfeng Zhai1,2, Yaxiong Liu3

  • 1Guangxi Science & Technology Normal University, Guangxi, 546199, China.

Scientific reports
|February 3, 2026
PubMed
概括

这项研究引入了UncerTrans,用于可靠的早期行动预测,结合了时间变压器和蒙特卡洛脱落. 它准确地从最小的数据中预测行动,同时量化不确定性,这对于安全关键的人工智能应用至关重要.

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Counting is the type of measurement that is free from uncertainty, provided the number of objects being counted does not change during the process. Such measurements result in exact numbers. By counting the eggs in a carton, for instance, one can determine exactly how many eggs are there in the carton. Similarly, the numbers of defined quantities are also exact. For example, 1 foot is exactly 12 inches, 1 inch is exactly 2.54 centimeters, and 1 gram is exactly 0.001 kilograms. Quantities...
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