2 papers
cs.AI2017
Function space analysis of deep learning representation layers
Oren Elisha, Shai Dekel
In this paper we propose a function space approach to Representation Learning and the analysis of the representation layers in deep learning architectures. We show how to compute a…
cs.AI2016
Machine olfaction using time scattering of sensor multiresolution graphs
Leonid Gugel, Yoel Shkolnisky, Shai Dekel
In this paper we construct a learning architecture for high dimensional time series sampled by sensor arrangements. Using a redundant wavelet decomposition on a graph constructed o…