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Base complementarity between the three base pairs of mRNA codon and the tRNA anticodon is not a failsafe mechanism. Inaccuracies can range from a single mismatch to no correct base pairing at all. The free energy difference between the correct and nearly correct base pairs can be as small as 3 kcal/ mol. With complementarity being the only proofreading step, the estimated error frequency would be one wrong amino acid in every 100 amino acids incorporated. However, error frequencies observed in...
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  1. 首页
  3. 一致的神经解码的少射击算法 (falcon) 基准.
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  3. 一致的神经解码的少射击算法 (falcon) 基准.

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一致的神经解码的少射击算法 (FALCON) 基准.

Brianna M Karpowicz, Joel Ye, Chaofei Fan

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    在PubMed 上查看摘要

    概括
    此摘要是机器生成的。

    猎基准套件标准化了脑机接口解码器对患者的评估. 它提供数据集和平台,以提高解码器的稳定性和减少重新校准负担.

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    科学领域:

    • 神经科学是一个神经科学.
    • 生物医学工程 生物医学工程
    • 计算机科学 计算机科学

    背景情况:

    • 皮层内脑-计算机接口 (iBCI) 通过解码神经活动来恢复患者的功能.
    • 神经数据的非静态性导致解码器故障,需要经常重新校准.
    • 目前用于重新校准的少数射击和零射击方法缺乏标准化的评估.

    研究的目的:

    • 介绍FALCON基准套件,以标准化对iBCI解码器强度的评估.
    • 为比较iBCI解码方法提供标准化的数据集和评估指标.
    • 促进开发强大的iBCI解码器,用于现实世界的应用.

    主要方法:

    • 策划了5个神经和行为数据数据集,用于运动和通信任务.
    • 为用户提交的代码开发了一个灵活的评估平台.
    • 在各种解码方法中实施的基线方法用于播种基准.

    主要成果:

    • 该FALCON套件允许对几次射击和零次射击iBCI解码算法的标准化比较.
    • 该基准关注的是与当前iBCI应用程序相关的行为.
    • 一个灵活的平台允许对提交的算法进行有效的评估.

    结论:

    • 猎为评估和选择强大的iBCI解码器提供了一个标准化的框架.
    • 这一基准旨在减轻用户对解码器重新校准的负担.
    • 通过FALCON的标准化将加速iBCI技术的翻译.