List your company
ResearchFormerly WizWand

Behavior decoding on NHP grid reaching (test)

61.1Accuracy (CC)MRINE
26.2635.30544.3553.395Dec 13, 2025
Updated 8mo ago

Evaluation results

MethodLinks
MRINESpike channels=20, LFP channels=20, Spike timescale=10 ms, LFP timescale=50 ms, Causal=true2025.1261.1
MRINESpike channels=10, LFP channels=10, Spike timescale=10 ms, LFP timescale=50 ms, Causal=true2025.1255.5
mmPLRNNSpike channels=20, LFP channels=20, Spike timescale=10 ms, LFP timescale=50 ms, Causal=false2025.1254
MSIDSpike channels=20, LFP channels=20, Spike timescale=10 ms, LFP timescale=50 ms, Causal=true2025.1251.9
MRINESpike channels=5, LFP channels=5, Spike timescale=10 ms, LFP timescale=50 ms, Causal=true2025.1248.7
MMGPVAESpike channels=20, LFP channels=20, Spike timescale=10 ms, LFP timescale=50 ms, Causal=false2025.1247.9
mmPLRNNSpike channels=10, LFP channels=10, Spike timescale=10 ms, LFP timescale=50 ms, Causal=false2025.1247.7
mmPLRNNSpike channels=5, LFP channels=5, Spike timescale=10 ms, LFP timescale=50 ms, Causal=false2025.1245
MSIDSpike channels=10, LFP channels=10, Spike timescale=10 ms, LFP timescale=50 ms, Causal=true2025.1244
MMGPVAESpike channels=10, LFP channels=10, Spike timescale=10 ms, LFP timescale=50 ms, Causal=false2025.1243.8
MVAESpike channels=20, LFP channels=20, Spike timescale=10 ms, LFP timescale=50 ms2025.1242.5
MVAESpike channels=10, LFP channels=10, Spike timescale=10 ms, LFP timescale=50 ms2025.1238.6
MSIDSpike channels=5, LFP channels=5, Spike timescale=10 ms, LFP timescale=50 ms, Causal=true2025.1238
MVAESpike channels=5, LFP channels=5, Spike timescale=10 ms, LFP timescale=50 ms2025.1232.6
MMGPVAESpike channels=5, LFP channels=5, Spike timescale=10 ms, LFP timescale=50 ms, Causal=false2025.1227.6