Synthesis of quantum circuits based on supervised learning and correlations.
Carolina AllendeAndré Fonseca de OliveraEfrain BuksmanPublished in: Quantum Inf. Process. (2024)
Keyphrases
- logic synthesis
- supervised learning
- quantum computing
- logic circuits
- analog circuits
- quantum inspired
- quantum evolutionary algorithm
- unsupervised learning
- training data
- heuristic search
- semi supervised learning
- active learning
- training examples
- reinforcement learning
- statistical learning
- semi supervised
- tunnel diode
- training samples
- real time
- training set
- strongly correlated
- multi valued
- machine learning
- high speed
- genetic algorithm
- learning algorithm
- supervised classification
- learning tasks
- labeled data
- low power
- learning problems
- fault diagnosis
- quantum computation
- multiple instance learning
- supervised machine learning
- quantum mechanics
- class labels
- upper bound