A stack LSTM structure for decoding continuous force from local field potential signal of primary motor cortex (M1).

The proposed stack LSTM structure was able to predict applied force from the LFP signal accurately. In addition to higher accuracy, these results were achieved without explicitly using time lags in input features which can lead to more accurate and faster BCI systems.