Before revision: Despite the fact that the Kendall correlation is becoming recognized as an important tool in neuroscience, most standard algorithms to compute the Kendall correlation of large spike trains are computationally very slow.
After revision: The ability to record from increasingly large numbers of neurons, and the increasing attention being paid to large scale neural network simulations, demands computationally fast algorithms to compute the Kendall correlation of large spike trains are computationally very slow.