88 citations · 126 across the 4 of their papers we have counts for
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quant-ph2021★ 17 cited
Quantum Optimization for Training Quantum Neural Networks
Yidong Liao, Min-Hsiu Hsieh, Chris Ferrie
Training quantum neural networks (QNNs) using gradient-based or gradient-free classical optimisation approaches is severely impacted by the presence of barren plateaus in the cost…
quant-ph2018★ 3 cited
Quantum advantage in training binary neural networks
Yidong Liao, Daniel Ebler, Feiyang Liu +1
The performance of a neural network for a given task is largely determined by the initial calibration of the network parameters. Yet, it has been shown that the calibration, also r…