Specific QiML Algorithms for Medical R&D Applications

Presentation PDF: https://www.chemicalqdevice.com/specific-qiml-algorithms-for-medical-rd-applications

Quantum inspired machine learning is a practical solution to incorporate the effects of quantum algorithms into existing machine learning workflows with classical bit based quantum simulators. Utilizing pure states, exact expectation values, and adjoint differentiation: Circuits consisting of trainable quantum parameters are optimized alongside trainable classical parameters in existing Python/PyTorch notebooks.

Here, the Huynh, L., et al. 2023 'Quantum-Inspired Machine Learning: a Survey' will be analyzed with insight into Quantum "Q" versions vs. existing Classical models for Medical applications.

Reference:
A) Quantum-Inspired Machine Learning: a Survey, 2023. https://lnkd.in/g_iSDpr9

Тэги:

#qiml #qml #quantummachinelearning #quantumml #medical #dementia #arthritis #covid #covid19 #tumor #cancer #braintumor #quantumalgorithms

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