Chen Zhe, Kloosterman Fabian, Layton Stuart, Wilson Matthew A
Department of Brain and Cognitive Sciences, MIT, Cambridge, MA 02139, USA.
Annu Int Conf IEEE Eng Med Biol Soc. 2012;2012:1310-3. doi: 10.1109/EMBC.2012.6346178.
Neural decoding is an important approach for extracting information from population codes. We previously proposed a novel transductive neural decoding paradigm and applied it to reconstruct the rat's position during navigation based on unsorted rat hippocampal ensemble spiking activity. Here, we investigate several important technical issues of this new paradigm using one data set of one animal. Several extensions of our decoding method are discussed.
神经解码是从群体编码中提取信息的重要方法。我们之前提出了一种新颖的转导神经解码范式，并将其应用于根据未分类的大鼠海马体神经元群脉冲活动来重建大鼠在导航过程中的位置。在此，我们使用一只动物的一个数据集来研究这种新范式的几个重要技术问题。我们还讨论了我们解码方法的几种扩展。
