Výsledky vyhledávání - "Momcheva Galina"

Akademický článek

Multi-Activation Dendritic Neural Network (MA-DNN) Working Example of Dendritic-Based Artificial Neural Network

Autor: Tomov Konstantin, Momcheva Galina

Publikováno v: Cybernetics and Information Technologies, Vol 23, Iss 3, Pp 145-162 (2023)

Throughout the years neural networks have been based on the perceptron model of the artificial neuron. Attempts to stray from it are few to none. The perceptron simply works and that has discouraged research around other neuron models. New discoverie

Externí odkaz: https://doaj.org/article/032b5260ea604a7385822dd2ebfca2a2

Zobrazit plný text záznamu

Report

Optimizations of Autoencoders for Analysis and Classification of Microscopic In Situ Hybridization Images

Autor: Yanev, Aleksandar A., Momcheva, Galina D., Pavlov, Stoyan P.

Publikováno v: C.R.Acad.Bulg.Sci. vol. 76 no. 11 pp. 1733-1742 Nov. 2023

Currently, analysis of microscopic In Situ Hybridization images is done manually by experts. Precise evaluation and classification of such microscopic images can ease experts' work and reveal further insights about the data. In this work, we propose

Externí odkaz: http://arxiv.org/abs/2304.09656

Zobrazit plný text záznamu

Report

Feasibility of Haralick's Texture Features for the Classification of Chromogenic In-situ Hybridization Images

Autor: Pavlov, Stoyan, Momcheva, Galina, Burlakova, Pavlina, Atanasov, Simeon, Stoyanov, Dimo, Ivanov, Martin, Tonchev, Anton

Publikováno v: 2020 International Conference on Biomedical Innovations and Applications (BIA), 2020, pp. 65-68

This paper presents a proof of concept for the usefulness of second-order texture features for the qualitative analysis and classification of chromogenic in-situ hybridization whole slide images in high-throughput imaging experiments. The challenge i

Externí odkaz: http://arxiv.org/abs/2107.00235

Zobrazit plný text záznamu