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Table 6 The time consumed by 10-round identifications with three different kernel functions

From: Identifying the pulsed neuron networks’ structures by a nonlinear Granger causality method

 

2 nodes (s)

3 nodes (s)

4 nodes (s)

5 nodes (s)

6 nodes (s)

20 nodes (s)

100 nodes (s)

GF

298

472

625

792

972

3597

49,234

RSF

300

483

657

793

994

3615

53,647

IMQF

308

494

640

806

1015

3633

54,266

  1. In each round of simulations, 100 randomly connected networks are established and identified