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Neural spike train generation on Monkey reaching data (5 folds sampled with replacement)
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0.0016
DKL (bsch)
LDNSsh
0.001412
0.002681
0.00395
0.005219
Jun 27, 2024
DKL (bsch)
RMSE (Pairwise Corr)
RMSE (Mean ISI)
RMSE (Std ISI)
Updated 3mo ago
Evaluation Results
Method
Method
Links
DKL (bsch)
RMSE (Pairwise Corr)
RMSE (Mean ISI)
RMSE (Std ISI)
LDNSsh
Observation Model=Spik...
2024.06
0.0016
0.0025
0.024
0.023
TNDM
Observation Model=Poisson
2024.06
0.0028
0.0027
0.057
0.029
AutoLFADSsh
Observation Model=Spik...
2024.06
0.0036
0.0026
0.034
0.023
LDNS
Observation Model=Poisson
2024.06
0.0039
0.0025
0.037
0.023
AutoLFADS
Observation Model=Poisson
2024.06
0.004
0.0026
0.039
0.029
pi-VAE
Observation Model=Poisson
2024.06
0.0063
0.0031
0.064
0.034
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