A hybrid quantum-classical generative adversarial networks algorithm based on inherited layerwise learning with circle-connectivity circuit.
Wenjie LiuJiaojiao ZhaoQingshan WuPublished in: Quantum Inf. Process. (2022)
Keyphrases
- learning algorithm
- detection algorithm
- learning process
- cost function
- learning speed
- optimization algorithm
- optimal solution
- preprocessing
- search space
- learning phase
- np hard
- matching algorithm
- generative model
- em algorithm
- incremental learning
- worst case
- dynamic programming
- objective function
- convergence rate
- quantum computation
- complex networks
- high speed
- hough transform
- unsupervised learning
- neural network
- prior knowledge
- similarity measure
- genetic algorithm