Table 5.

Assessment of the best three unified models describing the collective dynamics of all three neuronal setups with nine qualitative characteristics.

Setups	P1	P2	P3	P1	P2	P3	P1	P2	P3
R2	0.629	0.677	0.626	0.604	0.739	0.652	0.798	0.601	0.630
${\text{R}}_U^2$	0.620			0.610			0.599
Estimator	(Equation 22)			(Equation 23)			(Equation 24)
Quality
1 LTP Area	✓	✓	✓	✓	✓	✓	✓	✓	✓
2 LTD Increase	✗	✓	✗	✗	✗	✗	✓	✓	✓
3 LTD Area	✓	✗	✗	✓	✓	✗	✓	✓	✓
4 Invariability	✓	✓	✓	✓	✓	✓	✓	✓	✓
5 Saturation	✗	✗	✗	✗	✗	✗	✗	✗	✗
6 Curvilinearity	✗	✗	✗	✗	✗	✗	✗	✗	✗
7 w-Behavior	✓	✓	✗	✗	✓	✓	✓	✓	✓
8 Competition	-	-	✗	-	-	✗	-	-	✗
9 Steadiness	-	-	✗	-	-	✗	-	-	✗

Only data for the LC-model with the MAT neuron model are shown.