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Models of Neurons and Perceptrons: Selected Problems and Challenges, Andrzej Bielecki


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Автор: Andrzej Bielecki
Название:  Models of Neurons and Perceptrons: Selected Problems and Challenges
ISBN: 9783030079420
Издательство: Springer
Классификация:




ISBN-10: 3030079422
Обложка/Формат: Soft cover
Страницы: 156
Вес: 0.26 кг.
Дата издания: 2019
Серия: Studies in Computational Intelligence
Язык: English
Издание: Softcover reprint of
Иллюстрации: 30 illustrations, black and white; vi, 156 p. 30 illus.
Размер: 234 x 156 x 9
Читательская аудитория: General (us: trade)
Основная тема: Engineering
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание:
This book describes models of the neuron and multilayer neural structures, with a particular focus on mathematical models. It also discusses electronic circuits used as models of the neuron and the synapse, and analyses the relations between the circuits and mathematical models in detail.
The first part describes the biological foundations and provides a comprehensive overview of the artificial neural networks. The second part then presents mathematical foundations, reviewing elementary topics, as well as lesser-known problems such as topological conjugacy of dynamical systems and the shadowing property. The final two parts describe the models of the neuron, and the mathematical analysis of the properties of artificial multilayer neural networks.
Combining biological, mathematical and electronic approaches, this multidisciplinary book it useful for the mathematicians interested in artificial neural networks and models of the neuron, for computer scientists interested in formal foundations of artificial neural networks, and for the biologists interested in mathematical and electronic models of neural structures and processes.

Дополнительное описание: Introduction.- Part I: Preliminaries.- Foundations of arti?cial neural networks.- Part II: Mathematical foundations.- General foundations.- Foundations of dynamical systems theory.- Part III: Mathematical models of the neuron.- Models of the whole neuron.



Models of Neurons and Perceptrons: Selected Problems and Challenges

Автор: Bielecki
Название: Models of Neurons and Perceptrons: Selected Problems and Challenges
ISBN: 3319901397 ISBN-13(EAN): 9783319901398
Издательство: Springer
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Цена: 22359.00 р.
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Описание: Introduction.- Part I: Preliminaries.- Foundations of artificial neural networks.- Part II: Mathematical foundations.- General foundations.- Foundations of dynamical systems theory.- Part III: Mathematical models of the neuron.- Models of the whole neuron.- Models of parts of the neuron.- Part IV: Mathematical models of the perceptron.- General model of the perceptron.- Linear perceptrons.- Weakly nonlinear perceptrons.- Nonlinear perceptrons.- Concluding remarks and comments.

Genomic Mosaicism in Neurons and Other Cell Types

Автор: Jos? Mar?a Frade; Fred H. Gage
Название: Genomic Mosaicism in Neurons and Other Cell Types
ISBN: 1493972790 ISBN-13(EAN): 9781493972791
Издательство: Springer
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Описание:

Neuromethods Series Preface...
Preface...
Table of Contents...
Contributing Authors...


Part I Introduction

1. Principles and Approaches for Discovery and Validation of Somatic Mosaicism in the Human Brain
Alexej Abyzov, Alexander E. Urban, and Flora M. Vaccarino

Part II Aneuploidy and Ploidy Variation

2. FISH-Based Assays for Detecting Genomic (Chromosomal) Mosaicism in Human Brain Cells
Yuri B. Yurov, Svetlana G. Vorsanova, Ilia V. Soloviev, Alexei M. Ratnikov, and Ivan Y. Iourov

3. Flow Cytometric and Sorting Analyses for Nuclear DNA Content, Nucleotide Sequencing and Interphase FISH
Gwendolyn E. Kaeser and Jerold Chun

4. Flow Cytometric Quantification, Isolation, and Subsequent Epigenetic Analysis of Tetraploid Neurons
Noelia Lуpez-Sбnchez, Iris Patiсo-Parrado, and Josй M. Frade

5. A Cytomic Approach towards Genomic Individuality of Neurons
Thomas Arendt, Birgit Belter, Martina K. Brьckner, Uwe Ueberham, Markus Morawski, and Attila Tarnok

Part III DNA Copy Number Variation

6. Single Cell CNV Detection in Human Neuronal Nuclei
Margaret B. Wierman, Ian E. Burbulis, William D. Chronister, Stefan Bekiranov, and Michael J. McConnell

7. Multiple Annealing and Looping-Based Amplification Cycles (MALBAC) for the Analysis of DNA Copy Number Variation
Chenghang Zong

8. Competitive PCR for Copy Number Assessment by Restricting dNTPs
Luming Zhou, Robert A. Palais, Yotam Ardon, and Carl T. Wittwer

9. Using Cloning to Amplify Neuronal Genomes for Whole Genome Sequencing and Comprehensive Mutation Detection and Validation
Jennifer L. Hazen, Michael A. Duran, Ryan P. Smith, Alberto R, Rodriguez, Greg S. Martin, Sergey Kupriyanov, Ira M. Hall, and Kristin K. Baldwin

Part IV LINE-1 Retrotransposition

10. Analysis of LINE-1 Retrotransposition in Neural Progenitor Cells and Neurons
Angela Macia and Alysson R. Muotri

11. Estimation of LINE-1 Copy Number in the Brain Tissue and Isolated Neuronal Nuclei
Miki Bundo, Tadafumi Kato, and Kazuya Iwamoto

12. Analysis of Somatic LINE-1 Insertions in Neurons
Francisco J. Sanchez-Luque, Sandra R. Richardson, and Geoffrey J. Faulkner

13. Single-Cell Whole Genome Amplification and Sequencing to Study Neuronal Mosaicism and Diversity
Patrick J. Reed, Meiyan Wang, Jennifer A. Erwin, Apuг C.M. Paquola, and Fred H. Gage

Part V Genetic and Genomic Mosaicism in Aging and Disease

14. FISH Analysis of Aging-Associated Aneuploidy in Neurons and Non-Neuronal Brain Cells
Grasiella A. Andriani and Cristina Montagna

15. Genomic Analysis and In Vivo Functional Validation of Brain Somatic Mutations Leading to Focal Cortical Malformations
Jae Seok Lim and Jeong Ho Lee

16. Using Fluorescence In Situ Hybridization (FISH) Analysis to Measure Chromosome Instability and Mosaic Aneuploidy in Neurodegenerative Diseases
Julbert Caneus, Antoneta Granic, Heidi J. Chial, Huntington Potter

17. Identification of Low Allele Frequency Mosaic Mutations in Alzheimer Disease
Carlo Sala Frigerio, Mark Fiers, Thierry Voet, and Bart De Strooper

Neurons and Interneuronal Connections of the Central Visual System

Автор: Ekaterina Shkolnik-Yarros
Название: Neurons and Interneuronal Connections of the Central Visual System
ISBN: 1468407171 ISBN-13(EAN): 9781468407174
Издательство: Springer
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Цена: 6986.00 р.
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Описание: During recent years many advances have been made in knowledge of the central visual system and its pathways. The visual system is thus connected with the reflex apparatus, the autonomic nervous system, and the auditory and reticular systems.

The Myth of Mirror Neurons: The Real Neuroscience of Communication and Cognition

Автор: Hickok Gregory
Название: The Myth of Mirror Neurons: The Real Neuroscience of Communication and Cognition
ISBN: 0393089614 ISBN-13(EAN): 9780393089615
Издательство: Wiley
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Цена: 5940.00 р.
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Описание: An essential reconsideration of one of the most far-reaching theories in modern neuroscience and psychology.

Molecular and Cellular Physiology of Neurons, Second Edition

Автор: Fain Gordon L.
Название: Molecular and Cellular Physiology of Neurons, Second Edition
ISBN: 0674599217 ISBN-13(EAN): 9780674599215
Издательство: Wiley
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Цена: 13139.00 р.
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Описание: Gordon Fain`s Molecular and Cellular Physiology of Neurons, Second Edition is intended for anyone who seeks to understand nerve cell function: undergraduate and graduate students in neuroscience, students of bioengineering and cognitive science, and practicing neuroscientists who want to deepen their knowledge of recent discoveries.

Techniques to Investigate Mitochondrial Function in Neurons

Автор: Stefan Strack; Yuriy M. Usachev
Название: Techniques to Investigate Mitochondrial Function in Neurons
ISBN: 1493968882 ISBN-13(EAN): 9781493968886
Издательство: Springer
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Цена: 20962.00 р.
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Описание:

Neuromethods Preface...
Preface...
Table of Contents...
Contributing Authors...

1. Three-Dimensional Reconstruction of Neuronal Mitochondria by Electron Tomography
Guy Perkins

2. Measuring Mitochondrial Shape with ImageJ
Ronald A. Merrill, Kyle H. Flippo, and Stefan Strack

3. Live Imaging Mitochondrial Transport in Neurons
Meredith M. Course, Chung-Han Hsieh, Pei-I Tsai, Jennifer A. Codding-Bui, Atossa Shaltouki, and Xinnan Wang

4. Techniques to Investigate Bioenergetics of Mitochondria
William I. Sivitz

5. Respirometry in Neurons
Liang Zhang and Eugenia Trushina

6. Measuring ATP in Axons with FRET
Lauren Y. Shields, Bryce A. Mendelsohn, and Ken Nakamura

7. Characterizing Metabolic States using Fluorescence Lifetime Imaging Microscopy (FLIM) of NAD(P)H
Thomas S. Blacker and Michael R. Duchen

8. Techniques for Simultaneous Mitochondrial and Cytosolic Ca2+ Imaging in Neurons
Jacob E. Rysted, Zhihong Lin, and Yuriy M. Usachev

9. Live Imaging of Mitochondrial ROS Production and Dynamic Redox Balance in Neurons
Karolina Can, Sebastian Kьgler, and Michael Mьller

10. Monitoring of Permeability Transition Pore Openings in Isolated Individual Brain Mitochondria
Nickolay Brustovetsky and Tatiana Brustovetsky

11. Examination of Mitochondrial Ion Conductance by Patch Clamp in Intact Neurons and Mitochondrial Membrane Preparations
Elizabeth A. Jonas and Nelli Mnatsakanyan

12. Monitoring of Permeability Transition Pore Openings in Mitochondria of Cultured Neurons
Tatiana Brustovetsky and Nickolay Brustovetsky

13. Protocols for Assessing Mitophagy in Neuronal Cell Lines and Primary Neurons
Ruben K. Dagda and Monica Rice

14. Examining Mitochondrial Function at Synapses In Situ
Gregory T. Macleod and Maxim V. Ivannikov

15. Proteomic Analysis of Neuronal Mitochondria
Kelly L. Stauch and Howard S. Fox

16. Measuring Mitochondrial Pyruvate Oxidation
Lawrence R. Gray, Alix A.J. Rouault, Lalita Oonthonpan, Adam J. Rauckhorst, Julien A. Sebag, and Eric B. Taylor

Identified Neurons and Behavior of Arthropods

Автор: Graham Hoyle
Название: Identified Neurons and Behavior of Arthropods
ISBN: 146846969X ISBN-13(EAN): 9781468469691
Издательство: Springer
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Цена: 16979.00 р.
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Описание: Identified Neurons and Behavior of Arthropods presents for the larger audience the papers delivered at a symposium of the same title. But in this subject, the role of identified nerve cells in determining behavior, Wiersma stood virtually alone for 30 years.

Macro Roles for MicroRNAs in the Life and Death of Neurons

Автор: Bart De Strooper
Название: Macro Roles for MicroRNAs in the Life and Death of Neurons
ISBN: 364226204X ISBN-13(EAN): 9783642262043
Издательство: Springer
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Цена: 19589.00 р.
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Описание: The discovery of microRNAs has revealed an additional level of fine tuning of the genome and how genes are used again and again in different combinations to generate the complexity that underlies for instance the brain. This book examines this field.

The Neurons of the First Optic Ganglion of the Bee (Apis mellifera)

Автор: W.A. Ribi
Название: The Neurons of the First Optic Ganglion of the Bee (Apis mellifera)
ISBN: 3540070966 ISBN-13(EAN): 9783540070962
Издательство: Springer
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Цена: 12157.00 р.
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Описание: The visual system of insects has attracted histologists for a long time. We have detailed histological studies of the visual systems of Diptera, Hymenoptera and Odonata dating from the last century: Leydig's (1864) study on optical ganglia of insects, Ciaccio's (1876) on the fine structure of the first ganglion in the mosquitos and Hickson's (1885) giving for the first time an exact description of the three optical ganglia of Musca. From 1896 several papers appeared using neuro- histological methods, mainly Golgi techniques and methylene blue staining. In 1896 Kenyon published his work on the bee-brain and in 1897 described the relationships of neurons in the optic ganglia with a modified Golgi method. Another work, by Jonescu (1909), should be mentioned: "Vergleichende Unter- suchungen am Gehirn der Honigbiene." In the same year Cajal's findings on the optic ganglia of the fly were published; then in 1915 Cajal and Sanchez wrote a definitive monograph on the neural elements and their connections in the same animal that remained the main reference in this field for decades. In both works Golgi techniques were used. Since then there have been only a few new publications on the subject: (Gribakin, 1967; Perrelet and Baumann, 1969 a, b; Perrelet, 1970; Varela and Porter, 1969; Skrzipek and Skrzipek, 1971, 1973; Grundler, 1972: Snyder, Menzel and Laughlin, 1973). They deal mainly with the receptors of the retina.

Complex-Valued Neural Networks with Multi-Valued Neurons

Автор: Igor Aizenberg
Название: Complex-Valued Neural Networks with Multi-Valued Neurons
ISBN: 3662506319 ISBN-13(EAN): 9783662506318
Издательство: Springer
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Цена: 19589.00 р.
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Описание: Complex-valued neural networks have higher functionality, learn faster and generalize better than their real-valued counterparts. This book on the multi-valued neuron (MVN) and MVN-based neural networks covers MVN theory, learning, and applications.

The Primary Auditory Neurons of the Mammalian Cochlea

Автор: Alain Dabdoub; Bernd Fritzsch; Arthur N. Popper; R
Название: The Primary Auditory Neurons of the Mammalian Cochlea
ISBN: 1493947303 ISBN-13(EAN): 9781493947300
Издательство: Springer
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Цена: 15372.00 р.
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Описание: A comprehensive review about the spiral ganglion neurons is important for researchers not only in the inner ear field but also in development, neuroscience, biophysics as well as neural networks researchers.

Degeneration and Regeneration in Neurons of the Cerebellum

Автор: Reinhard Rohkamm
Название: Degeneration and Regeneration in Neurons of the Cerebellum
ISBN: 354008519X ISBN-13(EAN): 9783540085195
Издательство: Springer
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Описание: The normal anatomy of the cerebellum has been thoroughly studied by numerous in- vestigators over many years. Anatomical aspects in terms of evolution (Dow, 1942; Larsell, 1967; Llinas, 1969; Gregory, 1975), correlative anatomy (Wallenberg, 1931), and morphology (Larsell, 1952; L0ning and Jansen, 1955; Ludwig-Hauri, 1955; Braitenberg and Atwood, 1958; Jansen und Brodal, 1958; Zeman and Innes, 1963) have been presented. Histological features have attracted many investigators (Bergmann, 1857; Denis- senko, 1877; Ramon y Cajal and Illera, 1907; Addison, 1911; Jakob, 1928; Snider and Jacobs, 1949; Braitenberg and Atwood, 1958; Baud, 1959; Altman, 1962, 1963, 1966, 1971, 1972a, b, c, 1973a, b, 1975; Birch-Anderson et aI., 1962; Andres, 1965; Eccles et aI., 1967; Fox and Snider, 1967; Mugnaini and Forstrl1. lDen, 1967; Del Cerro and Snider, 1968, 1972a, b; O'Leary et aI., 1968, 1971; Chan-Palay and Palay, 1970, 1971, 1972; Rakic and Sidman, 1970; Das and Altman, 1971; Gobel, 1971; Rakic, 1971; 1972a, b; Chan-Palay, 1972a, b, 1973c, d; Palay and Chan-Palay, 1972, 1974; Sidman and Rakic, 1973; Spacek et aI., 1973; Das et al., 1974; Braak, 1975; Crepel and Mariani, 1975; Derrnietzel, 1975a, b; Gregory, 1975; Llinas, 1975; Meller and Tetzlaff, 1975; Cragg, 1976; Rees et aI., 1976; Zelevic and Rakic, 1976). Investigators of the cytologi- cal characteristics of the cerebellar cortex are numerous (Sternberg and Krombholtz, 1838; Smirnow, 1897; Ramon y Fananas, 1916; Larramendi et al.


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