Toward Trainability of Deep Quantum Neural Networks

Kaining Zhang, Min-Hsiu Hsieh, Liu Liu +1

Quantum Neural Networks (QNNs) with random structures have poor trainability due to the exponentially vanishing gradient as the circuit depth and the qubit number increase. This re…