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ResearchFormerly WizWand

Motor Intention Recognition on SSVEP-based BCI Motor Intention Dataset (test)

94.67AccuracyMACNN-BiLSTM
41.765255.500169.23582.9699Dec 7, 2025
Updated 8mo ago

Evaluation results

MethodLinks
MACNN-BiLSTMTime Window=1.5s2025.1294.67
CNN-BiLSTMTime Window=1.5s2025.1292.99
FBCCATime Window=1.5s2025.1283.34
MACNN-BiLSTMTime Window=1.25s2025.1281.53
CCATime Window=1.5s2025.1280.08
CNN-BiLSTMTime Window=1.25s2025.1279.44
MACNN-BiLSTMTime Window=1s2025.1277.97
CNN-BiLSTMTime Window=1s2025.1275.36
CCATime Window=1.25s2025.1275.04
FBCCATime Window=1.25s2025.1268.13
FBCCATime Window=1s2025.1266.88
CCATime Window=1s2025.1266.32
MACNN-BiLSTMTime Window=0.75s2025.1263.82
CNN-BiLSTMTime Window=0.75s2025.1262.21
CCATime Window=0.75s2025.1255.56
FBCCATime Window=0.75s2025.1251.44
MACNN-BiLSTMTime Window=0.5s2025.1250.18
CCATime Window=0.5s2025.1246.74
FBCCATime Window=0.5s2025.1246.52
CNN-BiLSTMTime Window=0.5s2025.1243.8