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Found 6 papers, 2 papers with code
Does provable absence of barren plateaus imply classical simulability? Or, why we need to rethink variational quantum computing
A large amount of effort has recently been put into understanding the barren plateau phenomenon.
Deep quantum neural networks form Gaussian processes
It is well known that artificial neural networks initialized from independent and identically distributed priors converge to Gaussian processes in the limit of large number of neurons per hidden layer.
Effects of noise on the overparametrization of quantum neural networks
In particular, it has been proposed that a QNN can be defined as overparametrized if it has enough parameters to explore all available directions in state space.
Theory of overparametrization in quantum neural networks
The prospect of achieving quantum advantage with Quantum Neural Networks (QNNs) is exciting.
Qibo: a framework for quantum simulation with hardware acceleration
We present Qibo, a new open-source software for fast evaluation of quantum circuits and adiabatic evolution which takes full advantage of hardware accelerators.
Quantum unary approach to option pricing
We present a quantum algorithm for European option pricing in finance, where the key idea is to work in the unary representation of the asset value.
Quantum Physics
