Standard transformer architecture consists of three main components - the encoder, the decoder and the attention mechanism. The encoder processes input data ...

So we need to implement high speed turbo decoder as well as turbo encoder. So we have to make MAP decoder having parallel window MAP architecture. Finally, we make the improved parallel window MAP ...

The architecture consists of a contracting path (encoder) to capture context and a symmetric expanding path (decoder ... The Swin Transformer (Shifted Window Transformer) emerged as an innovative ...