The compact framework comprises an encoder, termed LightFormer, as well as a decoder. The LightFormer incorporates a novel lightweight channel mixing operation, Unified Light Channel multilayer ...

To address these issues, a Convolutional Encoder- Decoder with Scale-Recursive Reconstructor (ConvED-SR) is proposed for SEEG speech decoding. ConvED-SR first extracts multiscale speech-related ...