Sparse array design is used to help reduce computational, hardware, and power requirements compared to uniform arrays while maintaining acceptable performance. Although minimizing the Cramér-Rao bound ...

The self-attention mechanism is the performance bottleneck of Transformer-based language models, particularly for long sequences. Researchers have proposed using sparse attention to speed up the ...