Neural Nets In Electric Fish

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Neural Nets in Electric Fish

Author : Walter Heiligenberg
Publisher : MIT Press
ISBN 13 : 0262519135
Total Pages : 199 pages
Book Rating : 4.2/5 (625 download)

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Book Synopsis Neural Nets in Electric Fish by : Walter Heiligenberg

Download or read book Neural Nets in Electric Fish written by Walter Heiligenberg and published by MIT Press. This book was released on 1991-10-24 with total page 199 pages. Available in PDF, EPUB and Kindle. Book excerpt: Heiligenberg's pioneering research describes the behavior of one species, the jamming avoidance response in the electric fish Eigenmannia, providing a rich mine of data that documents the first vertebrate example of the workings of the entire behavioral system from sensory input to motor output. Neural Nets in Electric Fish presents the principles and detailed results that have emerged from this exciting program. Heiligenberg's introduction familiarizes the reader with the unusual sensory modality electroreception, demonstrating the rationale and the motive behind the research. The text, which includes many helpful new pedagogical graphs, takes up the behavioral work done in the early 1980s, from explorations of peripheral receptors, the hindbrain, the midbrain, and finally diencephalon, to the most recent studies of motor output. Neural Nets in Electric Fish clearly describes Heiligenberg's analysis of the complex nature of the electrical stimulus delivered to Eigenmannia during jamming avoidance, and explains the novel two-parameter notation he uses to represent the different stages in information processing, giving many examples of the notation's power. The book relates all known behavioral phenomena of the jamming avoidance response to specific properties of the underlying neural network organization and draws interesting parallels between the electric sense and other sensory processing systems, such as the barn owl's sound localization system, motion detection systems in vision, and bat echolocation.

The Neurobiology of Neural Networks

Author : Daniel Gardner
Publisher : MIT Press
ISBN 13 : 9780262071505
Total Pages : 254 pages
Book Rating : 4.0/5 (715 download)

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Book Synopsis The Neurobiology of Neural Networks by : Daniel Gardner

Download or read book The Neurobiology of Neural Networks written by Daniel Gardner and published by MIT Press. This book was released on 1993 with total page 254 pages. Available in PDF, EPUB and Kindle. Book excerpt: This timely overview and synthesis of recent work in both artificial neural networks and neurobiology seeks to examine neurobiological data from a network perspective and to encourage neuroscientists to participate in constructing the next generation of neural networks.

Electroreception

Author : Theodore Holmes Bullock
Publisher : Springer Science & Business Media
ISBN 13 : 0387282750
Total Pages : 479 pages
Book Rating : 4.3/5 (872 download)

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Book Synopsis Electroreception by : Theodore Holmes Bullock

Download or read book Electroreception written by Theodore Holmes Bullock and published by Springer Science & Business Media. This book was released on 2006-09-28 with total page 479 pages. Available in PDF, EPUB and Kindle. Book excerpt: Electroreception has become one of the most revealing areas in the study of the neural basis of behavior, and neurobiologists recognize it as a model sensory system for experimental study. Through studies of electroreception, researchers have gained extensive knowledge about a complete sensory system, from molecular biology to computation, communication, and behavior. The book Electroreception will examine the behavior, structure, and function of the electrosensory systems of fish and other vertebrates. As a comprehensive volume on the subject, the book will serve as both an introduction to the study of electroreception and a reference and review volume for researchers in related fields.

Neural Nets Wirn Vietri '95 - Proceedings Of The Vii Italian Workshop

Author : Maria Marinaro
Publisher : World Scientific
ISBN 13 : 9814548006
Total Pages : 334 pages
Book Rating : 4.8/5 (145 download)

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Book Synopsis Neural Nets Wirn Vietri '95 - Proceedings Of The Vii Italian Workshop by : Maria Marinaro

Download or read book Neural Nets Wirn Vietri '95 - Proceedings Of The Vii Italian Workshop written by Maria Marinaro and published by World Scientific. This book was released on 1996-01-29 with total page 334 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume contains the proceedings of the seventh Italian Workshop on Neural Nets WIRN VIETRI '95, organized by the International Institute for Advanced Scientific Studies 'E R Caianiello' (IIASS) and Società Italiana Reti Neuroniche (SIREN).The spectrum of contributors and participants covers the activity of Italian research in the field. The papers of the two invited speakers, M J Jordan ('Sigmoid Belief Networks') and E Oja ('Principal and Independent Component Analysis'), and the two reviews ('Fast Learning Algorithms for Feedforward NN' and 'ANN Ensembles: a Bayesian Standpoint') complete the highly qualified contents of the volume.

World Congress on Neural Networks

Author : Paul Werbos
Publisher : Routledge
ISBN 13 : 1317713419
Total Pages : 916 pages
Book Rating : 4.3/5 (177 download)

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Book Synopsis World Congress on Neural Networks by : Paul Werbos

Download or read book World Congress on Neural Networks written by Paul Werbos and published by Routledge. This book was released on 2021-09-10 with total page 916 pages. Available in PDF, EPUB and Kindle. Book excerpt: Centered around 20 major topic areas of both theoretical and practical importance, the World Congress on Neural Networks provides its registrants -- from a diverse background encompassing industry, academia, and government -- with the latest research and applications in the neural network field.

Cell Physiology Source Book

Author : Nicholas Sperelakis
Publisher : Gulf Professional Publishing
ISBN 13 : 9780126569773
Total Pages : 1274 pages
Book Rating : 4.5/5 (697 download)

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Book Synopsis Cell Physiology Source Book by : Nicholas Sperelakis

Download or read book Cell Physiology Source Book written by Nicholas Sperelakis and published by Gulf Professional Publishing. This book was released on 2001-08-02 with total page 1274 pages. Available in PDF, EPUB and Kindle. Book excerpt: This authoritative book gathers together a broad range of ideas and topics that define the field. It provides clear, concise, and comprehensive coverage of all aspects of cellular physiology from fundamental concepts to more advanced topics. The Third Edition contains substantial new material. Most chapters have been thoroughly reworked. The book includes chapters on important topics such as sensory transduction, the physiology of protozoa and bacteria, the regulation of cell division, and programmed cell death. Completely revised and updated - includes 8 new chapters on such topics as membrane structure, intracellular chloride regulation, transport, sensory receptors, pressure, and olfactory/taste receptors Includes broad coverage of both animal and plant cells Appendixes review basics of the propagation of action potentials, electricity, and cable properties Authored by leading experts in the field Clear, concise, comprehensive coverage of all aspects of cellular physiology from fundamental concepts to more advanced topics

Computational Neuroscience

Author : Jianfeng Feng
Publisher : CRC Press
ISBN 13 : 0203494466
Total Pages : 649 pages
Book Rating : 4.2/5 (34 download)

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Book Synopsis Computational Neuroscience by : Jianfeng Feng

Download or read book Computational Neuroscience written by Jianfeng Feng and published by CRC Press. This book was released on 2003-10-20 with total page 649 pages. Available in PDF, EPUB and Kindle. Book excerpt: How does the brain work? After a century of research, we still lack a coherent view of how neurons process signals and control our activities. But as the field of computational neuroscience continues to evolve, we find that it provides a theoretical foundation and a set of technological approaches that can significantly enhance our understanding.

An Introductory Course in Computational Neuroscience

Author : Paul Miller
Publisher : MIT Press
ISBN 13 : 0262038250
Total Pages : 405 pages
Book Rating : 4.2/5 (62 download)

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Book Synopsis An Introductory Course in Computational Neuroscience by : Paul Miller

Download or read book An Introductory Course in Computational Neuroscience written by Paul Miller and published by MIT Press. This book was released on 2018-10-02 with total page 405 pages. Available in PDF, EPUB and Kindle. Book excerpt: A textbook for students with limited background in mathematics and computer coding, emphasizing computer tutorials that guide readers in producing models of neural behavior. This introductory text teaches students to understand, simulate, and analyze the complex behaviors of individual neurons and brain circuits. It is built around computer tutorials that guide students in producing models of neural behavior, with the associated Matlab code freely available online. From these models students learn how individual neurons function and how, when connected, neurons cooperate in a circuit. The book demonstrates through simulated models how oscillations, multistability, post-stimulus rebounds, and chaos can arise within either single neurons or circuits, and it explores their roles in the brain. The book first presents essential background in neuroscience, physics, mathematics, and Matlab, with explanations illustrated by many example problems. Subsequent chapters cover the neuron and spike production; single spike trains and the underlying cognitive processes; conductance-based models; the simulation of synaptic connections; firing-rate models of large-scale circuit operation; dynamical systems and their components; synaptic plasticity; and techniques for analysis of neuron population datasets, including principal components analysis, hidden Markov modeling, and Bayesian decoding. Accessible to undergraduates in life sciences with limited background in mathematics and computer coding, the book can be used in a “flipped” or “inverted” teaching approach, with class time devoted to hands-on work on the computer tutorials. It can also be a resource for graduate students in the life sciences who wish to gain computing skills and a deeper knowledge of neural function and neural circuits.

Recent Advances in Electroreception and Electrogeneration

Author : Maurice Chacron
Publisher : Frontiers Media SA
ISBN 13 : 2889667324
Total Pages : 155 pages
Book Rating : 4.8/5 (896 download)

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Book Synopsis Recent Advances in Electroreception and Electrogeneration by : Maurice Chacron

Download or read book Recent Advances in Electroreception and Electrogeneration written by Maurice Chacron and published by Frontiers Media SA. This book was released on 2021-05-03 with total page 155 pages. Available in PDF, EPUB and Kindle. Book excerpt:

The Physiology of Fishes

Author : David H. Evans
Publisher : CRC Press
ISBN 13 : 1420058096
Total Pages : 616 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis The Physiology of Fishes by : David H. Evans

Download or read book The Physiology of Fishes written by David H. Evans and published by CRC Press. This book was released on 2005-12-15 with total page 616 pages. Available in PDF, EPUB and Kindle. Book excerpt: New scientific approaches have dramatically evolved in the decade since The Physiology of Fishes was first published. With the genomic revolution and a heightened understanding of molecular biology, we now have the tools and the knowledge to apply a fresh approach to the study of fishes. Consequently, The Physiology of Fishes, Third Edition is not merely another updating, but rather an entire reworking of the original. To satisfy that need for a fresh approach, the editors have employed a new set of expert contributors steeped in the very latest research; their contemporary perspective pervades the entire text. In addition to new chapters on gas transport, temperature physiology, and stress, as well as one dedicated to functional genomics, readers will discover that many of these new contributors approach their material with a contemporary molecular perspective. While much of the material is new, the editors have completely adhered to the original’s style in creating a text that continues to be highly readable and perpetually insightful in bridging the gap between pure and applied science. The Physiology of Fishes, Third Edition, completely updated with a molecular perspective, continues to be regarded as the best single-volume general reference on all major areas of research in fish physiology. The Physiology of Fishes, Third Edition provides background information for advanced students as well as material of interest to marine and fisheries biologists, ichthyologists, and comparative physiologists looking to differentiate between the physiological strategies unique to fishes, and those shared with other organisms.

Biophysics

Author : William Bialek
Publisher : Princeton University Press
ISBN 13 : 0691138915
Total Pages : 656 pages
Book Rating : 4.6/5 (911 download)

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Book Synopsis Biophysics by : William Bialek

Download or read book Biophysics written by William Bialek and published by Princeton University Press. This book was released on 2012-10-28 with total page 656 pages. Available in PDF, EPUB and Kindle. Book excerpt: A physicist's guide to the phenomena of life Interactions between the fields of physics and biology reach back over a century, and some of the most significant developments in biology—from the discovery of DNA's structure to imaging of the human brain—have involved collaboration across this disciplinary boundary. For a new generation of physicists, the phenomena of life pose exciting challenges to physics itself, and biophysics has emerged as an important subfield of this discipline. Here, William Bialek provides the first graduate-level introduction to biophysics aimed at physics students. Bialek begins by exploring how photon counting in vision offers important lessons about the opportunities for quantitative, physics-style experiments on diverse biological phenomena. He draws from these lessons three general physical principles—the importance of noise, the need to understand the extraordinary performance of living systems without appealing to finely tuned parameters, and the critical role of the representation and flow of information in the business of life. Bialek then applies these principles to a broad range of phenomena, including the control of gene expression, perception and memory, protein folding, the mechanics of the inner ear, the dynamics of biochemical reactions, and pattern formation in developing embryos. Featuring numerous problems and exercises throughout, Biophysics emphasizes the unifying power of abstract physical principles to motivate new and novel experiments on biological systems. Covers a range of biological phenomena from the physicist's perspective Features 200 problems Draws on statistical mechanics, quantum mechanics, and related mathematical concepts Includes an annotated bibliography and detailed appendixes

Pulsed Neural Networks

Author : Wolfgang Maass
Publisher : MIT Press
ISBN 13 : 9780262632218
Total Pages : 414 pages
Book Rating : 4.6/5 (322 download)

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Book Synopsis Pulsed Neural Networks by : Wolfgang Maass

Download or read book Pulsed Neural Networks written by Wolfgang Maass and published by MIT Press. This book was released on 2001-01-26 with total page 414 pages. Available in PDF, EPUB and Kindle. Book excerpt: Most practical applications of artificial neural networks are based on a computational model involving the propagation of continuous variables from one processing unit to the next. In recent years, data from neurobiological experiments have made it increasingly clear that biological neural networks, which communicate through pulses, use the timing of the pulses to transmit information and perform computation. This realization has stimulated significant research on pulsed neural networks, including theoretical analyses and model development, neurobiological modeling, and hardware implementation. This book presents the complete spectrum of current research in pulsed neural networks and includes the most important work from many of the key scientists in the field. Terrence J. Sejnowski's foreword, "Neural Pulse Coding," presents an overview of the topic. The first half of the book consists of longer tutorial articles spanning neurobiology, theory, algorithms, and hardware. The second half contains a larger number of shorter research chapters that present more advanced concepts. The contributors use consistent notation and terminology throughout the book. Contributors Peter S. Burge, Stephen R. Deiss, Rodney J. Douglas, John G. Elias, Wulfram Gerstner, Alister Hamilton, David Horn, Axel Jahnke, Richard Kempter, Wolfgang Maass, Alessandro Mortara, Alan F. Murray, David P. M. Northmore, Irit Opher, Kostas A. Papathanasiou, Michael Recce, Barry J. P. Rising, Ulrich Roth, Tim Schönauer, Terrence J. Sejnowski, John Shawe-Taylor, Max R. van Daalen, J. Leo van Hemmen, Philippe Venier, Hermann Wagner, Adrian M. Whatley, Anthony M. Zador

Electroreception: Fundamental Insights from Comparative Approaches

Author : Bruce A. Carlson
Publisher : Springer Nature
ISBN 13 : 3030291057
Total Pages : 378 pages
Book Rating : 4.0/5 (32 download)

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Book Synopsis Electroreception: Fundamental Insights from Comparative Approaches by : Bruce A. Carlson

Download or read book Electroreception: Fundamental Insights from Comparative Approaches written by Bruce A. Carlson and published by Springer Nature. This book was released on 2019-11-13 with total page 378 pages. Available in PDF, EPUB and Kindle. Book excerpt: A fundamental goal of neuroscience is to understand how the nervous system extracts biologically relevant information from the natural environment and how it uses that information to guide and coordinate behavior necessary for reproduction and survival. The electrosensory systems of weakly electric teleost fishes and those of nonteleost fishes are attractive systems for addressing basic questions about neuronal information processing and its relationship to natural behavior. Comparative approaches in these fishes have led to the identification of fundamental mechanisms that have shaped the adaptive evolution of sensory systems across animal taxa. Understanding how sensory systems encode and integrate information about the natural world has far reaching implications for advancing our knowledge in the basic biomedical sciences and in understanding how the nervous system has evolved to control behavior. The primary goal of this book is to provide a comparative perspective on the topic of electroreception and review some of the fundamental insights gained from studies of electrosensory and electromotor systems. Although totally independent, this book follows from volume 21 in the Springer Handbook of Auditory Research series, Electroreception (Bullock, T. H., Hopkins, C. D., Popper, A. N., and Fay, R. R., 2005, Springer-Verlag, New York).

Mathematics for Neuroscientists

Author : Fabrizio Gabbiani
Publisher : Academic Press
ISBN 13 : 0128019069
Total Pages : 630 pages
Book Rating : 4.1/5 (28 download)

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Book Synopsis Mathematics for Neuroscientists by : Fabrizio Gabbiani

Download or read book Mathematics for Neuroscientists written by Fabrizio Gabbiani and published by Academic Press. This book was released on 2017-02-04 with total page 630 pages. Available in PDF, EPUB and Kindle. Book excerpt: Mathematics for Neuroscientists, Second Edition, presents a comprehensive introduction to mathematical and computational methods used in neuroscience to describe and model neural components of the brain from ion channels to single neurons, neural networks and their relation to behavior. The book contains more than 200 figures generated using Matlab code available to the student and scholar. Mathematical concepts are introduced hand in hand with neuroscience, emphasizing the connection between experimental results and theory. - Fully revised material and corrected text - Additional chapters on extracellular potentials, motion detection and neurovascular coupling - Revised selection of exercises with solutions - More than 200 Matlab scripts reproducing the figures as well as a selection of equivalent Python scripts

Artificial Neural Networks and Machine Learning -- ICANN 2012

Author : Alessandro Villa
Publisher : Springer
ISBN 13 : 3642332692
Total Pages : 763 pages
Book Rating : 4.6/5 (423 download)

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Book Synopsis Artificial Neural Networks and Machine Learning -- ICANN 2012 by : Alessandro Villa

Download or read book Artificial Neural Networks and Machine Learning -- ICANN 2012 written by Alessandro Villa and published by Springer. This book was released on 2012-09-19 with total page 763 pages. Available in PDF, EPUB and Kindle. Book excerpt: The two-volume set LNCS 7552 + 7553 constitutes the proceedings of the 22nd International Conference on Artificial Neural Networks, ICANN 2012, held in Lausanne, Switzerland, in September 2012. The 162 papers included in the proceedings were carefully reviewed and selected from 247 submissions. They are organized in topical sections named: theoretical neural computation; information and optimization; from neurons to neuromorphism; spiking dynamics; from single neurons to networks; complex firing patterns; movement and motion; from sensation to perception; object and face recognition; reinforcement learning; bayesian and echo state networks; recurrent neural networks and reservoir computing; coding architectures; interacting with the brain; swarm intelligence and decision-making; mulitlayer perceptrons and kernel networks; training and learning; inference and recognition; support vector machines; self-organizing maps and clustering; clustering, mining and exploratory analysis; bioinformatics; and time weries and forecasting.

Natural & Artificial Parallel Computation

Author : David L. Waltz
Publisher : SIAM
ISBN 13 : 9780898713572
Total Pages : 220 pages
Book Rating : 4.7/5 (135 download)

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Book Synopsis Natural & Artificial Parallel Computation by : David L. Waltz

Download or read book Natural & Artificial Parallel Computation written by David L. Waltz and published by SIAM. This book was released on 1996-01-01 with total page 220 pages. Available in PDF, EPUB and Kindle. Book excerpt: The volume begins with processing in biological organisms, moves through interactions between processing in biology and computer science, and ends with massively parallel computing. It contains articles by scientists exploring the modeling of biological systems on computers and computer designers interested in exploiting massive numbers of computing elements in parallel.

The Physiology of Fishes

Author : Suzanne Currie
Publisher : CRC Press
ISBN 13 : 1000174654
Total Pages : 285 pages
Book Rating : 4.0/5 (1 download)

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Book Synopsis The Physiology of Fishes by : Suzanne Currie

Download or read book The Physiology of Fishes written by Suzanne Currie and published by CRC Press. This book was released on 2020-09-07 with total page 285 pages. Available in PDF, EPUB and Kindle. Book excerpt: The fifth edition of The Physiology of Fishes represents a compendium of knowledge across fish physiology, collecting up-to-date research into an easy-to-access single textbook. Written by the leaders in the field, it provides a comprehensive, accessible review of the core topics, integrating physiology with environmental science, ecology, evolution, and molecular cell biology. New chapters address Epigenetics, Biomechanics and Locomotion, and Behaviour and Learning. Each chapter contains an extensive bibliography, providing readers with the best sources from the primary literature. Almost three decades after the publication of the first edition, this book remains the only published single-volume work on fish physiology. The fifth edition provides an important reference for new students of fish biology, marine and freshwater biologists, ichthyologists, fisheries scientists, and comparative physiologists.