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VERSION:2.0
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SUMMARY:Universal quantum neural network
DESCRIPTION:We demonstrate that it is possible to implement a neural network with a sigmoid activation function as an efficient, many-body unitary operation. This unitary operation can be optimally implemented using an Ising model with a transverse field and fast quasi-adiabatic passage. The resulting operation is fully reversible and may have applications also in the realms of quantum sensing or variational estimation of many-body Hamiltonians. 

E. Torrontegui and J. J. García-Ripoll, EPL 125, 30004 (2019).
LOCATION: Erwin Schrödinger Saal, Innsbruck
DTSTART:20200205T113000
DTEND:20200205T123000
TZID: Europe/Vienna
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