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Dynamical Systems Reconstruction on Membrane potential recordings original 1-dimensional data
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0.8
Dstsp
Neural ODE
0.6648
0.6999
0.735
0.7701
Feb 17, 2026
Dstsp
DH
MAE
Updated 4d ago
Evaluation Results
Method
Method
Links
Dstsp
DH
MAE
Neural ODE
Numerical Solver=Tsit5...
2026.02
0.8
0.514
0.65
Neural ODE
Numerical Solver=RK4,...
2026.02
0.75
0.493
0.65
cPLRNN
Delay Embedding Dimens...
2026.02
0.71
0.474
0.627
standard PLRNN
Delay Embedding Dimens...
2026.02
0.67
0.466
0.669
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