Before revision:  This new Hopfield network can store exponentially (with the dimension  ) many patterns, converges with one update, and has exponentially small retrieval errors.
After revision:  This new Hopfield network can store exponentially (with the dimension ) many patterns, retrieves the pattern with one update, and has exponentially small retrieval errors.