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Showing 2018Show all
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math.OC2018★ 310 cited
Efficient representation and approximation of model predictive control laws via deep learning
Benjamin Karg, Sergio Lucia
We show that artificial neural networks with rectifier units as activation functions can exactly represent the piecewise affine function that results from the formulation of model…
cs.IT2018
The Szegö-Asymptotics for Doubly-Dispersive Gaussian Channels
Peter Jung
We consider the time-continuous doubly--dispersive channel with additive Gaussian noise and establish a capacity formula for the case where the channel operator is represented by a…