New parallel hybrid network achieves better performance through quantum-classical collaboration

https://techxplore.com/news/2023-10-parallel-hybrid-network-quantum-classical-collaboration.html

"sequential networks' information bottleneck, overcome adding high-frequency noise, powerful quantum machine learning tool... lower training loss, better predictions, more adaptable to complex problems and new datasets... variational quantum circuit layer smooths periodical parts, while classical multi-layered perceptron fills in irregular additions of noise... both layers considered universal approximators... success rides on setting and tuning learning rate, number of layers and neurons in each layer"

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Redefining quantum machine learning
https://techxplore.com/news/2024-03-redefining-quantum-machine.html

From specialized to adaptable AI systems
https://www.eurekalert.org/news-releases/1124497