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b/R&D/022 Medical QiML Software Migration.md |
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[Medical Quantum-inspired Machine Learning Software Migration](https://www.chemicalqdevice.com/medical-quantum-inspired-ml-software-migration) PDF 02/05/24. |
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A) Tensor Networks reduce complexity by decomposing a large tensor into a network of smaller tensors of smaller rank <br> |
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a) For single many qubit circuits limited by RAM, TNs simulate many-body quantum wavefunctions efficiently <br> |
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b) TNs have access to a Hilbert space that grows exponentially with the number of qubits <br> |
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c) Tensor networks perform better when the network mimics the local structure of the data, in general <br> |
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d) Tensor Networks take exact quantum states, and produce solutions in an efficient manner <br> |