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Table 1 Conceptual difference between two distinct typical cases of functional neuronal connectivity analyses

From: Empirical Bayesian significance measure of neuronal spike response

  Long Short
Typical case Multiple electrodes Calcium imaging
   No. of neurons Small Large
   No. of spikes per a pair of neurons Large Small
Methodology Sparse estimation Multiple testing
   Goal Single most likely model Set of candidate connections
   Criterion Fitness (likelihood) False discovery rate
   Model GLM (sparse) GLM (non-sparse)