Table 1 dLDS performance in terms of R2

From: Decomposed Linear Dynamical Systems (dLDS) models reveal instantaneous, context-dependent dynamic connectivity in C. elegans

Model type

Protocol

Worm number

R2

Per-worm

Stim

1

0.86

  

2

0.78

  

3

0.83

  

4

0.79

  

5

0.79

  

6

0.81

  

7

0.7

Aligned

Stim

1

0.87

  

2

0.84

  

3

0.85

  

4

0.82

  

5

0.75

  

6

0.8

  

7

0.83

Per-worm

NoStim

1

0.85

  

2

0.86

  

3

0.81

  

4

0.85

  

5

0.77

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