###### tags: `論文摘要` `LFP` # Long term, stable brain machine interface performance using local field potentials and multiunit spikes * 時間: 2013 * Conference: Journal of neural engineering * Link: https://doi.org/10.1088/1741-2560/10/5/056005 * MLA: Flint, Robert D., et al. "Long term, stable brain machine interface performance using local field potentials and multiunit spikes." Journal of neural engineering 10.5 (2013): 056005. ## 方法 使用LFP及MSP進行解碼,LFP另分作LMP與5個頻帶 (0~4, 7~20, 70~115, 130~200, 200~300)。 LMP透過sliding window (256ms)提拱每50ms的特徵;維度為(96xT)。 LFP通過0.5至300 Hz的帶通濾波後,取256-pt的Hanning window,overlap 206-pt進行時頻訊號擷取。最終取頻率方向的平均得到96 chan的特徵;維度共(480xT)。 ![](https://i.imgur.com/JD7GbWq.png)