Search Results for author: Pei-Lin Zheng

Found 2 papers, 2 papers with code

Efficient and quantum-adaptive machine learning with fermion neural networks

1 code implementation10 Nov 2022 Pei-Lin Zheng, Jia-Bao Wang, Yi Zhang

Classical artificial neural networks have witnessed widespread successes in machine-learning applications.

Interpretable Machine Learning

Topological Quantum Compiling with Reinforcement Learning

1 code implementation9 Apr 2020 Yuan-Hang Zhang, Pei-Lin Zheng, Yi Zhang, Dong-Ling Deng

Quantum compiling, a process that decomposes the quantum algorithm into a series of hardware-compatible commands or elementary gates, is of fundamental importance for quantum computing.

reinforcement-learning Reinforcement Learning (RL)

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