49 citations · 127 across the 28 of their papers we have counts for
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cs.NE2010★ 1 cited
Sparse and silent coding in neural circuits
András Lőrincz, Zsolt Palotai, Gábor Szirtes
Sparse coding algorithms are about finding a linear basis in which signals can be represented by a small number of active (non-zero) coefficients. Such coding has many applications…
cs.NE2008★ 3 cited
D-optimal Bayesian Interrogation for Parameter and Noise Identification of Recurrent Neural Networks
Barnabas Poczos, Andras Lorincz
We introduce a novel online Bayesian method for the identification of a family of noisy recurrent neural networks (RNNs). We develop Bayesian active learning technique in order to…