Nonlinear Principal Component Analysis: Neural Network Models and Applications

The description of the autoassociative's neural network natural's approach for NLPCA. Review several network architectures including the hierarchical, the circular, and the inverses models. Analisys result's, which are shown on example molecular biology.

Подобные документы

  • Obtaining the culture of neural network multipotent stem cells (NC-MSCs) under the new cultivation conditions and studying their biological properties. The order of using the following methods: directed multi-level differentiation, CFU analysis.

    статья, добавлен 29.01.2017

  • Assessment of the development of the national ecological network as a priority task in the field of environmental protection. Features of the expansion of the national space with natural landscapes and the formation of a territorially integrated system.

    статья, добавлен 28.12.2017

  • The role of parasitoids of the Tachinidae family in biological control. Review of phylogenetic relationships of suprageneric groups. Phylogenetic analysis of the family based on molecular data. Reconstruction of tachinids as a monophyletic complex.

    статья, добавлен 21.05.2023

  • Insect outbreak model: spruce budworm. Harvesting a single natural population. population model with age distribution. Ecological implications andcaveats. Discrete growth models for interacting populations. Multiple steady states, mushrooms and isolas.

    учебное пособие, добавлен 25.11.2013

  • Stages of cultivation of multipotent stem cells derived from the neural crest in 3D collagen and fibrin hydrogels. Cell viability and growth. The conditions for the effective use of the results obtained for the development of the nervous system.

    статья, добавлен 28.09.2016

  • Systems Biology: Toward System-level Understanding of Biological Systems. Automatic Acquisition and Analysis of Cell Lineage through 4D Microscopy. Automated Reverse Engineering of Metabolic Pathways from Observed Data by Means of Genetic Programming.

    учебное пособие, добавлен 05.07.2013

  • Transcription and Gene Regulation. Recombinant DNA Technology. Nucleic Acid Manipulations. Eukaryotic Viruses. Bacterial Genetics and Bacteriophages. Molecular Evolution. Cell Communication. Prokaryotic and eukaryotic. Chemoheterotrophic metabolism.

    учебное пособие, добавлен 05.07.2013

  • Amyloid fibrils, which include PAP248-286 and PAP85-120 fragments of prostatic acid phosphatase. Studying the features of oligomers of SEVI-forming peptides by constructing their molecular models that have proven their effectiveness in the study of SEVI.

    статья, добавлен 03.03.2023

  • Analysis of the relationship between different areas of the brain according to the coherence of their electroencephalogram rhythms. Determination of decrements and frequencies based on the EEG model. Neural ensemble of brain membrane potentials.

    статья, добавлен 11.11.2018

  • Comparison the changes of intestinal microbial composition of two models of dysbiosis induced by ceftriaxone or the mix of ampicillin and metronidazole. Evaluation of quantitative and qualitative changes of fecal microbiota after ceftriaxone withdrawal.

    статья, добавлен 26.06.2020

  • Functions of the endoplasmic reticulum, consists of an extensive network of tubes and pockets, surrounded by membrane. Spherical or slightly ellipsoidal shape of ribosomes, their location in eukaryotic cells on the membranes of the endoplasmic reticulum.

    презентация, добавлен 21.10.2016

  • Streptomyces albus J1074 is object-chassis for the study of various aspects of the biology of actinobacteria, which is widely used for the study of existing and for the discovery of new natural compounds. A large number of genetic tools have been created.

    статья, добавлен 17.07.2022

  • Historical aspects of electromagnetic biology. General data on the number of papers carried out with non-ionized radiation in different neurophysiological objects and the comparison of quantitative indices. Example of the comparison of sampling fractions.

    статья, добавлен 02.08.2013

  • Learning bayesian networks from complete data. A casual view of multi-layer perceptrons as probability models. Motivation and background on phylogenetic trees. Recombination in bacteria. Statistical methods in microarray gene expression data analysis.

    учебное пособие, добавлен 25.11.2013

  • Outline of Nervous Systems. Organisation of Synapses, Neurons in the Brain. The Conformation of Informational Macromolecules. Primary, secondary, tertiary, quaternary structure. Molecular Chaperones. Nucleic Acids. Antisense and triplex oligonucleotides.

    книга, добавлен 09.04.2013

  • Biology as one of the natural sciences, the subject of which are living beings and their interaction with the environment. The work of the biologist. Breeders, geneticists, virologists and microbiologists. Personal qualities, professional skills, career.

    презентация, добавлен 08.04.2013

  • Clinical Relevance of Excitatory Amino Acid Neurotoxicity. Implication of Distinct Glutamate Receptor Classes in Excitotoxicity. The Role of Reactive Oxygen Species. Death receptor-Mediated Neuronal Apoptosis. Beneficial Effects of Neuroinflammation.

    учебное пособие, добавлен 25.11.2013

  • The effects of contamination and prolonged warming. Molecular response to stress and toxicity of the environment in the bivalve mollusc Anodonta anatina. Indices of inter-seasonal variability for oxidized glutathione and metallothionein-sensitive thiols.

    статья, добавлен 28.01.2016

  • Фізіологічне значення вторинних метаболітів фенольної природи у водних рослин. Роль флавонідів у захисті рослин від оксидативного пошкодження, викликаного дією ксенобіотиків. Участь поліфенольних сполук у хімічному захисті макрофітів від патогенів.

    статья, добавлен 30.08.2018

  • Methods for assessing the degree of stabilization of polar soil organic matter. Analysis of the molecular and elemental composition of humic acids isolated from individual soils of the Russian Arctic. The essence of the concept of "aliphatic fragments".

    статья, добавлен 05.10.2020

  • An introduction to basic principles of molecular genetics pertaining to the genome project. Mapping and Sequencing the Human Genome. Model Organism Research. Informatics: Collection and Storing Data and Interpretation. Impact of the Human Genome Project.

    учебное пособие, добавлен 25.11.2013

  • Identification of local strains of Bacillus thuringiensis. Determination of genotypes and phenotypes using methods of molecular biology and biochemical tests. Variation in strains associated with different types of toxins, as well as genetic variations.

    статья, добавлен 22.02.2023

  • Us a Noncovalent Protection Strategy to Enhance Solid-Phase Synthesis. Linear solid-phase synthesis of biopolymer-like peptides and polynucleotides. Chemical structures of reagents and building blocks for peptide synthesis using noncovalent protection.

    учебное пособие, добавлен 25.11.2013

  • DNA sequence data is the most abundant material with which to begin a project in computational biology. Raw sequences from genomes have to be analyzed and annotated, in ways that improve continuously as the databases expand and sharper methods are used.

    книга, добавлен 05.07.2013

  • Sampling of infested branches of mulberry trees and by examining them in the laboratory, during the years 2016—2018. The main natural enemies of Pseudaulacaspis pentagona recorded in the area of Kalamata. Planning of effective integrated control program.

    статья, добавлен 22.03.2021

Работы в архивах красиво оформлены согласно требованиям ВУЗов и содержат рисунки, диаграммы, формулы и т.д.
PPT, PPTX и PDF-файлы представлены только в архивах.
Рекомендуем скачать работу и оценить ее, кликнув по соответствующей звездочке.