Spike detection: Inter-reader agreement and a statistical Turing test on a large data set

This was the first time that a spike detection algorithm and humans performed similarly. The performance comparison methodology utilized here is generally applicable to problems in which skilled human performance is the desired standard and no external gold standard exists.