4 papers · 1 filter
Theory of the Edge-of-Chaos Advantage in Quantum Reservoir Computing
Shuaifan Cao, Wei Xia, Xiaopeng Li
Numerical studies suggest that quantum reservoir computing performs optimally near the edge of chaos, a behavior commonly attributed to a balance between memory retention and nonli…
Fault-tolerant quantum computing with a microwave Cat Bus
Yanyan Chen, Xinyang Yu, Yueyang Min +3
The scalability of fault-tolerant neutral-atom quantum computers is constrained by the latency of shuttling with optical tweezers, imposing a stringent trade-off between qubit over…
Quantum magic and non-commutativity as computational resources in quantum reservoir computing
Wei Xia, Shuaifan Cao, Xingze Qiu +1
Quantum reservoir computing (QRC) provides a hardware-efficient paradigm for temporal information processing on near-term quantum devices. Despite rapid experimental progress, a ri…
Hardware-Efficient Rydberg Atomic Quantum Solvers for NP Problems
Shuaifan Cao, Xiaopeng Li
Developing hardware-efficient implementations of quantum algorithms is crucial in the NISQ era to achieve practical quantum advantage. Here, we construct a generic quantum solver f…