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24-channel dual-band wireless neural recorder with activity-dependent power consumption

机译:24通道双频无线神经记录仪,具有与活动有关的功耗

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Recording neural activity from freely behaving animals has become extremely important for basic research in neuroscience. One of the major limitations in this domain arises from the need of a low-power, lightweight, wireless recording unit that can be used on small animals for at least a couple of hours. To conserve power, it is essential to reduce the large data volume from tens or even hundreds of recording sites. Since it is widely considered that the primary information in neural recording is limited to the infrequent action potentials (AP or spike), the data can be considerably reduced by using a system based on AP activity [1]. This paper presents a complete activity-dependent wireless system that utilizes an ASIC for recording simultaneous AP and local field potential (LFP) signals, improving the state of the art in terms of performance-to-weight ratio. In spite of large data compression, we demonstrate a method to accurately preserve the AP shape, essential for further processing and spike sorting. Finally, this is the first system (see Fig. 16.4.6 comparison table) particularly designed to take advantage of tetrode (four closely placed electrodes) based neural recording units (Fig. 16.4.1).
机译:记录行为自由的动物的神经活动对于神经科学研究的基础研究已经变得极为重要。该领域的主要限制之一是由于需要一种可在小型动物上使用至少两个小时的低功耗,轻便的无线记录单元。为了节省电量,必须减少数十个甚至数百个记录站点的大数据量。由于人们普遍认为神经记录中的主要信息仅限于偶发动作电位(AP或尖峰),因此通过使用基于AP活动的系统可以大大减少数据[1]。本文提出了一个完整的与活动有关的无线系统,该系统利用ASIC来记录同时的AP和本地场电势(LFP)信号,从而在性能重量比方面提高了现有技术水平。尽管进行了大数据压缩,我们还是展示了一种精确保留AP形状的方法,这对于后续处理和尖峰排序至关重要。最后,这是第一个专门设计为利用基于四极(四个紧密放置的电极)的神经记录单元(图16.4.1)的系统(见图16.4.6比较表)。

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