no code implementations • 13 Jan 2024 • Chuangtao Chen, Qinglin Zhao, Mengchu Zhou, Zhimin He, Zhili Sun, Haozhen Situ
We introduce partial trace operations to enforce non-unitary and reduce the number of trainable parameters by using a parameter-sharing strategy and incorporating temporal information as an input in the backward process.
no code implementations • 26 Mar 2022 • Haozhen Situ, Tianxiang Lu, Minghua Pan, Lvzhou Li
When a machine learning model is consecutively trained on multiple tasks that come in sequence, its performance on previously learned tasks may drop dramatically during the learning process of the newly seen task.
no code implementations • 22 Mar 2021 • Zhimin He, Lvzhou Li, Shenggen Zheng, Yongyao Li, Haozhen Situ
Quantum compiling aims to construct a quantum circuit V by quantum gates drawn from a native gate alphabet, which is functionally equivalent to the target unitary U.
no code implementations • 3 Jul 2018 • Haozhen Situ, Zhimin He, Yuyi Wang, Lvzhou Li, Shenggen Zheng
Quantum machine learning has recently attracted much attention from the community of quantum computing.
Quantum Physics