2 papers
quant-ph2025
Quantum Complex-Valued Self-Attention Model
Fu Chen, Qinglin Zhao, Li Feng +3
Self-attention has revolutionized classical machine learning, yet existing quantum self-attention models underutilize quantum states' potential due to oversimplified or incomplete…
quant-ph2024
Quantum Mixed-State Self-Attention Network
Fu Chen, Qinglin Zhao, Li Feng +3
Attention mechanisms have revolutionized natural language processing. Combining them with quantum computing aims to further advance this technology. This paper introduces a novel Q…