echo state property 1non-commutativity 1quantum magic 1quantum reservoir computing 1temporal processing 1
From the 1 of 3 linked papers with an AI index.
3 papers
quant-ph2026
Quantum magic and non-commutativity as computational resources in quantum reservoir computing
Wei Xia, Shuaifan Cao, Xingze Qiu +1
The paper develops a theoretical framework for quantum reservoir computing, showing that quantum magic is essential for computation and that Hamiltonian encoding can overcome expre…
quant-ph2026
High-Accuracy Temporal Prediction via Experimental Quantum Reservoir Computing in Correlated Spins
Yanjun Hou, Juncheng Hua, Ze Wu +6
Physical reservoir computing provides a powerful machine learning paradigm that exploits nonlinear physical dynamics for efficient information processing. By incorporating quantum…
quant-ph2025
Quantum complexity phase transition in fermionic quantum circuits
Wei Xia, Yijia Zhou, Xingze Qiu +1
Understanding the complexity of quantum many-body systems has been attracting much attention recently for its fundamental importance in characterizing complex quantum phases beyond…