Fig. 2. We evaluated the performance of seven different neural decoding algorithms (color-coded) over both the training data set (x-axis) and validation data set (y-axis).

The top performing model for each algorithm is marked with a star. The distance from a given point to the overfitting line represents the degree to which the model overfit the training data.