Search Results for author: Xiao-Chuan Wu

Found 1 papers, 0 papers with code

Dynamical phase transition in quantum neural networks with large depth

no code implementations29 Nov 2023 Bingzhi Zhang, Junyu Liu, Xiao-Chuan Wu, Liang Jiang, Quntao Zhuang

Via mapping the Hessian of the training dynamics to a Hamiltonian in the imaginary time, we reveal the nature of the phase transition to be second-order with the exponent $\nu=1$, where scale invariance and closing gap are observed at critical point.

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