49 citations · 53 across the 3 of their papers we have counts for
3 papers
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…
math.ST2007★ 49 cited
Undercomplete Blind Subspace Deconvolution
Zoltan Szabo, Barnabas Poczos, Andras Lorincz
We introduce the blind subspace deconvolution (BSSD) problem, which is the extension of both the blind source deconvolution (BSD) and the independent subspace analysis (ISA) tasks.…
cs.AI2003★ 1 cited
Kalman-filtering using local interactions
Barnabas Poczos, Andras Lorincz
There is a growing interest in using Kalman-filter models for brain modelling. In turn, it is of considerable importance to represent Kalman-filter in connectionist forms with loca…