TFCA-TransNet: Convolutional time–frequency–spatial feature fusion with channel attention transformer network for EEG-MI signal decoding
Tianhua Miao, Liansen Sha, Kun Huang, Yongbin Li, Bin Liu
Topics & Concepts
Computer scienceDecoding methodsArtificial intelligenceConvolutional neural networkEncoderBrain–computer interfacePattern recognition (psychology)Deep learningAutoencoderChannel (broadcasting)Feature extractionFeature (linguistics)Feature learningSpeech recognitionFusion mechanismTransformerInterface (matter)GridSource codeSensitivity (control systems)SIGNAL (programming language)Feature vectorConvolutional codeElectroencephalographySensor fusionFusionDimensionality reductionEEG and Brain-Computer InterfacesBlind Source Separation TechniquesECG Monitoring and Analysis