Table 3 Artifact removal results of five models for multi-channel EEG.

From: A novel EEG artifact removal algorithm based on an advanced attention mechanism

Method

Loss

SNR

RRMSEt

RRMSEf

CC

1D-ResCNN

0.088

9.712

0.342

0.336

0.783

NovelCNN

0.075

11.085

0.270

0.281

0.789

DuoCL

0.063

11.412

0.259

0.273

0.791

CLEnet (without EMA-1D)

0.066

11.264

0.263

0.279

0.792

CLEnet

0.061

11.692

0.241

0.264

0.812

Back to article page