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06/08/2016
Structured Convolution Matrices for Energy-efficient Deep learning
We derive a relationship between network representation in energy-effici...
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06/07/2016
Deep neural networks are robust to weight binarization and other non-linear distortions
Recent results show that deep neural networks achieve excellent performa...
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03/26/2015
Gibbs Sampling with Low-Power Spiking Digital Neurons
Restricted Boltzmann Machines and Deep Belief Networks have been success...
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09/28/2010