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A control system for positioning recording electrodes to isolate neurons in extracellular recordings

机译:一种用于定位记录电极以隔离细胞外记录中的神经元的控制系统

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摘要

This thesis presents an algorithm that autonomously positions recording electrodes inside cortical tissue so as to isolate and then maintain optimal extracellular signal recording quality without human intervention. The algorithm is used to improve the quality and efficiency of acute (daily insertion) recordings that are needed for basic research in neurophysiology. It also offers the potential to increase the longevity and quality of chronic (long-term implant) recordings by controlling an emerging class of chronic arrays in which the electrodes can be continually repositioned after implantation.The challenges encountered in attempting to isolate neurons are studied. A solution is proposed in which a finite state machine oversees a number of signal processing steps, computes various metrics of the recording quality and issues commands to move the electrode close to neurons without causing them damage. A number of metrics of the quality of neuron isolation are compared.The algorithm has been used to control a number of commercial microdrive systems, including a single-electrode FHC microdrive and multielectrode microdrives from Thomas Recording and NAN, as well as a novel miniature microdrive. The autonomous positioning software is used by several neuroscientists to perform basic neurophysiology research. Analysis of the system's performance in isolating neurons is included.
机译:本文提出了一种在皮质组织内部自主定位记录电极的算法,从而无需人工干预即可隔离并保持最佳的细胞外信号记录质量。该算法用于提高神经生理学基础研究所需的急性(每日插入)记录的质量和效率。通过控制新兴的一类慢性阵列,在植入后可以连续重新放置电极,它还具有提高长期(长期植入)记录的寿命和质量的潜力。研究了尝试分离神经元时遇到的挑战。提出了一种解决方案,其中有限状态机监督多个信号处理步骤,计算记录质量的各种指标,并发出命令以使电极靠近神经元而不造成损害。比较了神经元隔离质量的许多指标。该算法已用于控制许多商用微驱动器系统,包括Thomas Recording和NAN的单电极FHC微驱动器和多电极微驱动器以及新型微型微驱动器。多个神经科学家使用自主定位软件进行基本的神经生理学研究。包括对系统隔离神经元性能的分析。

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    Branchaud Edward A.;

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  • 年度 2006
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