Fig. 10 | Scientific Data

Fig. 10

From: HEFMI-ICH: a hybrid EEG-fNIRS motor imagery dataset for brain-computer interface in intracerebral hemorrhage

Fig. 10

Classification accuracy across all subjects. Radar chart legend: (a) Time-frequency feature-based EEG classification; (b) Time-frequency feature-based fNIRS classification; (c) Common spatial pattern (CSP)-based EEG classification; (d) Filter bank CSP (FBCSP)-based EEG classification; (e) CSP-based fNIRS classification; (f) Deep neural network for EEG classification; (g) Deep neural network for fNIRS classification; (h) Deep neural network for hybrid EEG-fNIRS classification. N denotes subject ID.

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