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. 2025 Sep 2;25(17):5415. doi: 10.3390/s25175415

Table 1.

Network architectures of the encoder, decoder, and classifier.

Module Structure Layers
Encoder ComplexConv (out_channels = 64, kernel_size = 3, stride = 2)
ReLU + BN + MaxPool1d (kernel_size = 2)
×9
Flatten + Linear (128) ×1
Decoder Linear (128) + Resize ×1
ComplexConv _trans (out_channels = 64, kernel_size = 3, stride = 2)
ReLU + BN + MaxPool1d (kernel_size = 2)
×9
Classifier Linear (128) + ReLU ×1
Linear (Known_classes = 10) ×1