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Model Complexities of Shallow Networks Representing Highly Varying Functions
Model complexities of shallow (i.e., one-hidden-layer) networks representing highly varying multivariable {-1,1}{-1,1}-valued functions are studied in terms on thesenorms define classes of functions computable by n...
IN - Informatika
- 2016 •
- Jx •
- Link
Rok uplatnění
Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
Výsledek na webu
Representations of Highly-Varying Functions by One-Hidden-Layer Networks
Limitations of capabilities of one-hidden-layer networks are investigated. It is shown that for networks with Heaviside perceptrons as well as for networks with kernel units used in SVM, there exist large sets of d-variable functions which c...
IN - Informatika
- 2014 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Sparsity and Complexity of Networks Computing Highly-Varying Functions
Approximative measures of network sparsity in terms of norms tailored to dictionaries of computational units are investigated. Lower bounds on these norms of real-valued functions on finite domains are derived. The bounds are proven by combi...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2018 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
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Advanced Thermal Compensation of a Portal Milling
of the TTF model, particularly under highly varied operating conditions.This paper describes the first results of the Competence Center ? Manufacturing Technology project which is the implementation of the advanced thermal error (s...
JQ - Strojní zařízení a nástroje
- 2013 •
- Jx •
- Link
Rok uplatnění
Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
Výsledek na webu
Representations of highly-varying functions by perceptron networks
Tractability of representations of multivariable functions by perceptron networks is investigated. There are described classes of functions which cannot. Existence of large sets of Boolean functions with variations dependin...
IN - Informatika
- 2013 •
- D
Rok uplatnění
D - Stať ve sborníku
On the smoothness of slowly varying functions
In this paper, we consider the question of smoothness of slowly varying functions satisfying the modern definition that, in the last two decades, gained prevalence in the applications concerning function spaces and interpol...
Pure mathematics
- 2024 •
- Jimp •
- Link
Rok uplatnění
Jimp - Článek v periodiku v databázi Web of Science
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Complex Verification of Thermal Error Compensation Model of a Portal Milling Centre
model, particularly under highly varied operating conditions.This paper concerns with complex verification of the thermal (software) compensation based on thermal transfer functions (TTF) extended on impact of machine axes...
JQ - Strojní zařízení a nástroje
- 2013 •
- D
Rok uplatnění
D - Stať ve sborníku
Can brief marking campaigns provide reliable dispersal estimates? A Nickerl's Fritillary (Melitaea aurelia, Lepidoptera: Nymphalidae) case study
efforts.We investigated this function property using mark-recapture data of Nickerl's fritillary (Melitaea aurelia). Slopes of the functions based on marking with highlyResearchers of animal movements often use functio...
EH - Ekologie – společenstva
- 2012 •
- Jx •
- Link
Rok uplatnění
Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
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Effects of land use on taxonomic and functional diversity: a cross-taxon analysis in a Mediterranean landscape
effects on TD and FD were quite different and highly varied among the four biotic functional trait turnover. Finally, we found that TD and FD did not vary consistently diversity (TD) and functional divers...
EH - Ekologie – společenstva
- 2016 •
- Jx •
- Link
Rok uplatnění
Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
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Stable, nanometer-thick oxygen-containing plasma polymer films suited for enhanced biosensing
cross-linked PPF (base layer) with varying thickness (<20 nm) yielding highly stable yet functional a-C:H:O films as compared to conventional oxygen-rich PPFsStable surface functionalization is required in many...
Analytical chemistry
- 2018 •
- Jimp •
- Link
Rok uplatnění
Jimp - Článek v periodiku v databázi Web of Science
Výsledek na webu
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