Holographic Transformers for Complex-Valued Signal Processing: Integrating Phase Interference into Self-Attention

Enhao Huang, Zhiyu Zhang, Tianxiang Xu +6

Complex-valued signals encode both amplitude and phase, yet most deep models treat attention as real-valued correlation, overlooking interference effects. We introduce the Holograp…