Quantum-to-Classical Neural Network Transfer Learning Applied to Drug Toxicity Prediction.
Sign Up to like & getrecommendations! Published in 2024 at "Journal of chemical theory and computation"
DOI: 10.1021/acs.jctc.4c00432
Abstract: Toxicity is a roadblock that prevents an inordinate number of drugs from being used in potentially life-saving applications. Deep learning provides a promising solution to finding ideal drug candidates; however, the vastness of chemical space… read more here.
Keywords: drug toxicity; quantum classical; neural network; classical neural ... See more keywords
Quantum state classification via complex-valued neural networks
Sign Up to like & getrecommendations! Published in 2024 at "Laser Physics Letters"
DOI: 10.1088/1612-202x/ad7246
Abstract: To efficiently complete quantum information processing tasks, quantum neural networks (QNNs) should be introduced rather than the common classical neural networks, but the QNNs in the current noisy intermediate-scale quantum era cannot perform better than… read more here.
Keywords: quantum state; valued neural; neural networks; classical neural ... See more keywords