The paper deals with a novel technique to identify the artifact shape and reduce residual threat during its removal. The method is based on the stimulus artifact reconstruction by using the high resolution Matrix Pencil method. The proposed technique has proved to be efficient in eliminating the stimulus artifact from signals which were recorded on a rat’s sciatic nerve.