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Neural latent variable modeling on Area2-Bump 5 ms
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0.2772
co-bps
LangevinFlow
0.149488
0.182644
0.2158
0.248956
Jul 15, 2025
co-bps
Velocity R2
PSTH R2
fp-bps
Updated 2mo ago
Evaluation Results
Method
Method
Links
co-bps
Velocity R2
PSTH R2
fp-bps
LangevinFlow
sampling frequency=5 ms
2025.07
0.2772
0.858
0.7567
0.1526
MINT
sampling frequency=5 ms
2025.07
0.2735
0.8877
0.9135
0.1483
NDT
sampling frequency=5 ms
2025.07
0.2623
0.8672
0.6619
0.1184
AutoLFADS
sampling frequency=5 ms
2025.07
0.2569
0.8492
0.6318
0.1505
SLDS
sampling frequency=5 ms
2025.07
0.196
0.7385
0.574
0.0242
GPFA
sampling frequency=5 ms
2025.07
0.168
0.5975
0.5289
-
Smoothing
sampling frequency=5 ms
2025.07
0.1544
0.5736
0.2084
-
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