[HTML][HTML] On transformative adaptive activation functions in neural networks for gene expression inference

V Kunc, J Kléma - Plos one, 2021 - journals.plos.org
Gene expression profiling was made more cost-effective by the NIH LINCS program that
profiles only ∼1, 000 selected landmark genes and uses them to reconstruct the whole profile. …

Accessory bones of the elbow: prevalence, localization and modified classification

V Kunc, V Kunc, V Černý, M Polovinčák… - Journal of …, 2020 - Wiley Online Library
Accessory bones in the region of the elbow are rare variants with high clinical significance
as they may be confused with avulsion fractures. We investigated their prevalence and …

The arcade of Frohse: a systematic review and meta-analysis

M Benes, D Kachlik, V Kunc, V Kunc - Surgical and Radiologic Anatomy, 2021 - Springer
Purpose The structure of the proximal margin of the superficial layer of the supinator muscle
is of high interest to many researches. Its tendinous appearance, called the arcade of Frohse…

A meta-analysis on the anatomical variability of the brachial plexus: Part I–Roots, trunks, divisions and cords

…, V Kunc, S Havlikova, A Whitley, V Kunc - Annals of Anatomy …, 2021 - Elsevier
… Author links open overlay panel Michal Benes a , David Kachlik a b , Miroslav Belbl a ,
Vladimir Kunc c , Sarlota Havlikova a , Adam Whitley a d , Vojtech Kunc a e …

A meta-analysis on the anatomical variability of the brachial plexus: Part II—Branching of the supraclavicular part

…, S Havlikova, R Kaiser, V Kunc, V Kunc - Annals of Anatomy …, 2021 - Elsevier
Introduction The anatomy of the supraclavicular part of the brachial plexus is highly variable,
therefore the aim of this study was to perform a systematic review and meta-analysis of the …

A subsampling line-search method with second-order results

EH Bergou, Y Diouane, V Kunc… - INFORMS Journal …, 2022 - pubsonline.informs.org
In many contemporary optimization problems such as those arising in machine learning, it
can be computationally challenging or even infeasible to evaluate an entire function or its …

A meta-analysis on the anatomical variability of the brachial plexus: Part III–Branching of the infraclavicular part

…, V Kunc, A Whitley, R Kaiser, V Kunc - Annals of Anatomy …, 2022 - Elsevier
Introduction The anatomy of the brachial plexus has been a subject of interest to many
researchers over time resulting in an inconsistent amount of data. Previously, our team had …

Three Decades of Activations: A Comprehensive Survey of 400 Activation Functions for Neural Networks

V Kunc, J Kléma - arXiv preprint arXiv:2402.09092, 2024 - arxiv.org
Neural networks have proven to be a highly effective tool for solving complex problems in
many areas of life. Recently, their importance and practical usability have further been …

Exploring the Relationship: Transformative Adaptive Activation Functions in Comparison to Other Activation Functions

V Kunc - arXiv preprint arXiv:2402.09249, 2024 - arxiv.org
Neural networks are the state-of-the-art approach for many tasks and the activation function
is one of the main building blocks that allow such performance. Recently, a novel …

On functional annotation with gene co-expression networks

V Kunc, J Kléma - 2022 IEEE International Conference on …, 2022 - ieeexplore.ieee.org
Gene co-expression networks have frequently been used for functional annotation. In these
networks, an unknown gene is annotated with terms that have already been associated with …