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quant-ph2024
Parallel Proportional Fusion of Spiking Quantum Neural Network for Optimizing Image Classification
Zuyu Xu, Kang Shen, Pengnian Cai +8
The recent emergence of the hybrid quantum-classical neural network (HQCNN) architecture has garnered considerable attention due to the potential advantages associated with integra…
quant-ph2023
Hybrid GRU-CNN Bilinear Parameters Initialization for Quantum Approximate Optimization Algorithm
Zuyu Xu, Pengnian Cai, Kang Sheng +6
The Quantum Approximate Optimization Algorithm (QAOA), a pivotal paradigm in the realm of variational quantum algorithms (VQAs), offers promising computational advantages for tackl…