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12/13/2020
Neural network approaches to point lattice decoding
We characterize the complexity of the lattice decoding problem from a ne...
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12/12/2020
A new framework for building and decoding group codes
This paper investigates the construction and the decoding of a remarkabl...
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01/16/2020
On the decoding of Barnes-Wall lattices
We present new efficient recursive decoders for the Barnes-Wall lattices...
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02/28/2019
A lattice-based approach to the expressivity of deep ReLU neural networks
We present new families of continuous piecewise linear (CPWL) functions ...
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02/06/2019
On the CVP for the root lattices via folding with deep ReLU neural networks
Point lattices and their decoding via neural networks are considered in ...
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12/04/2018
Multilevel MIMO Detection with Deep Learning
A quasi-static flat multiple-antenna channel is considered. We show how ...
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07/02/2018