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. Author manuscript; available in PMC: 2009 Dec 29.
Published in final edited form as: Neural Comput. 2009 Jul;21(7):1797–1862. doi: 10.1162/neco.2009.06-08-799

Table 5.

State Estimation Discrepancy Between the Proposed Algorithms and the Threshold-Based Method for the Real-World Spike Trains Data.

Algorithm Discrepancy Percentage Number of Jumps, n Bin Size
Threshold-based 2986 10 ms
Discrete HMM-EM 4.42% 3223 10 ms
Continuous MCEM 3.04% 2576 1 ms