Quantum Neural Network States

Authors:
  • ZJZhih-Ahn Jia
    Zhih-Ahn Jia
  • BYBiao Yi
    Biao Yi
  • RZRui Zhai
    Rui Zhai
  • YWYu-Chun Wu
    Yu-Chun Wu
  • GGGuang-Can Guo
    Guang-Can Guo
  • GGGuo-Ping Guo
    Guo-Ping Guo
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Abstract
In this work, we investigate the possibility of using artificial neural network to build ansatz quantum many-body states. The progresses on representing quantum many body states by stochastic recurrent neural network, restricted or unrestricted Boltzmann machine, are reviewed. Besides, we discuss the possibility of representing quantum states using feed-forward neural network which is relatively less studied in literatures. At last, entanglement features of the quantum neural network states are discussed for comparison with the tensor network states.