Recording and Decoding for Neural Prostheses

Warren David J.; Kellis Spencer; Nieveen Jacob G.; Wendelken Suzanne M.; Dantas Henrique; Davis Tyler S.; Hutchinson Douglas T.; Normann Richard A.; Clark Gregory A.; Mathews V. John

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Recording and Decoding for Neural Prostheses

机译：神经假体的记录和解码

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This paper reviews technologies and signal processing algorithms for decoding peripheral nerve and electrocorticogram signals to interpret human intent and control prosthetic arms. The review includes a discussion of human motor system physiology and physiological signals that can be used to decode motor intent, electrode technology for acquiring neural data, and signal processing methods including decoders based on Kalman filtering and least-squares regressors. Representative results from human experiments demonstrate the progress that has been made in neural decoding and its potential for developing neuroprosthetic arms that act and feel like natural arms.

机译：本文综述了用于解码周围神经和皮层电图信号以解释人的意图并控制假肢的技术和信号处理算法。这篇综述包括对人类运动系统生理学和生理信号（可用于解码运动意图），电极技术以获取神经数据以及信号处理方法（包括基于卡尔曼滤波和最小二乘回归的解码器）的讨论。人体实验的代表性结果表明，神经解码技术已经取得了进步，并且具有开发出像自然手臂一样动作和感觉到的神经假肢手臂的潜力。

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《Proceedings of the IEEE》 |2016年第2期|374-391|共18页
作者
Warren David J.; Kellis Spencer; Nieveen Jacob G.; Wendelken Suzanne M.; Dantas Henrique; Davis Tyler S.; Hutchinson Douglas T.; Normann Richard A.; Clark Gregory A.; Mathews V. John;
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Brain???computer interface; Kalman decoders; electrocorticogram; neural decoding; neuroprosthetics; peripheral nerve signals;

机译：脑计算机接口;卡尔曼解码器;脑电图;神经解码;神经修复;周围神经信号;

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1. Decoding stimulus identity from multi-unit activity and local field potentials along the ventral auditory stream in the awake primate: implications for cortical neural prostheses [J] . Elliot Smith, Spencer Kellis, Paul House, Journal of neural engineering . 2013,第1期

机译：从清醒的灵长类动物的腹侧听觉流中的多单元活动和局部场电位解码刺激识别：对皮质神经假体的影响
2. Multichannel Intraneural and Intramuscular Techniques for Multiunit Recording and Use in Active Prostheses [J] . Yoshida K., Farina D., Akay M., Proceedings of the IEEE . 2010,第3期

机译：多通道神经内和肌肉内技术，用于主动假体的多单元记录和使用
3. Flavopiridol reduces the impedance of neural prostheses in vivo without affecting recording quality. [J] . Purcell EK, Thompson DE, Ludwig KA Journal of Neuroscience Methods . 2009,第2期

机译：黄酮哌啶醇可降低体内神经假体的阻抗，而不会影响记录质量。
4. Chronic recordings from rat motor cortex for developing neural prostheses [C] . Kocaturk Mehmet, Gulcur Halil Ozcan, Canbeyli Resit 2010 15th National Biomedical Engineering Meeting . 2010

机译：长期记录大鼠运动皮层的神经假体
5. Decoder Algorithm Design for High-Performance and Robust Neural Prostheses [D] . Kao, Jonathan C. 2016

机译：解码器算法设计高性能和强大的神经假体
6. Decoding methods for neural prostheses: where have we reached? [O] . Zheng Li 2014

机译：神经假体的解码方法：我们到达了哪里？
7. Decoding methods for neural prostheses: where have we reached? [O] . Zheng eLi 2014

机译：神经假体的解码方法：我们到达了哪里？

Recording and Decoding for Neural Prostheses

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