Medical Quantum-inspired Machine Learning Software Migration PDF 02/05/24.
A) Tensor Networks reduce complexity by decomposing a large tensor into a network of smaller tensors of smaller rank
a) For single many qubit circuits limited by RAM, TNs simulate many-body quantum wavefunctions efficiently
b) TNs have access to a Hilbert space that grows exponentially with the number of qubits
c) Tensor networks perform better when the network mimics the local structure of the data, in general
d) Tensor Networks take exact quantum states, and produce solutions in an efficient manner