Ontology highlight
ABSTRACT:
SUBMITTER: Ban Y
PROVIDER: S-EPMC7952456 | biostudies-literature | 2021 Mar
REPOSITORIES: biostudies-literature
Scientific reports 20210311 1
The quantum perceptron is a fundamental building block for quantum machine learning. This is a multidisciplinary field that incorporates abilities of quantum computing, such as state superposition and entanglement, to classical machine learning schemes. Motivated by the techniques of shortcuts to adiabaticity, we propose a speed-up quantum perceptron where a control field on the perceptron is inversely engineered leading to a rapid nonlinear response with a sigmoid activation function. This resu ...[more]