56 citations · 61 across the 4 of their papers we have counts for
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cs.NE2019★ 2 cited
A Hippocampus Model for Online One-Shot Storage of Pattern Sequences
Jan Melchior, Mehdi Bayati, Amir Azizi +2
We present a computational model based on the CRISP theory (Content Representation, Intrinsic Sequences, and Pattern completion) of the hippocampus that allows to continuously stor…
cs.NE2014★ 56 cited
Gaussian-binary Restricted Boltzmann Machines on Modeling Natural Image Statistics
Nan Wang, Jan Melchior, Laurenz Wiskott
We present a theoretical analysis of Gaussian-binary restricted Boltzmann machines (GRBMs) from the perspective of density models. The key aspect of this analysis is to show that G…