34 citations · 36 across the 5 of their papers we have counts for
5 papers
Pairwise coupling of convolutional neural networks for better explicability of classification systems
Ondrej Šuch, Peter Tarábek, Katarína Bachratá +1
We examine several aspects of explicability of a classification system built from neural networks. The first aspect is the pairwise explicability, which is the ability to provide t…
Phoneme discrimination using neurons with symmetric nonlinear response over a spectral range
Ondrej Such, Ondrej Skvarek, Martin Klimo
We consider the ability of a very simple feed-forward neural network to discriminate phonemes based on just relative power spectrum. The network consists of two neurons with symmet…
Phoneme discrimination using -algebra II
Ondrej Such, Lenka Mackovicova
-algebra consists of expressions constructed with four kinds operations, the minimum, maximum, difference and additively homogeneous generalized means. Five families of -cla…
Phoneme discrimination using KS algebra I
Ondrej Such
In our work we define a new algebra of operators as a substitute for fuzzy logic. Its primary purpose is for construction of binary discriminators for phonemes based on spectral co…
Memristors can implement fuzzy logic
Martin Klimo, Ondrej Such
In our work we propose implementing fuzzy logic using memristors. Min and max operations are done by antipodally configured memristor circuits that may be assembled into computatio…