Neuronal Network Research Horizons

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Neuronal Network Research Horizons

Author : Martin L. Weiss
Publisher : Nova Publishers
ISBN 13 : 9781600214851
Total Pages : 350 pages
Book Rating : 4.2/5 (148 download)

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Book Synopsis Neuronal Network Research Horizons by : Martin L. Weiss

Download or read book Neuronal Network Research Horizons written by Martin L. Weiss and published by Nova Publishers. This book was released on 2007 with total page 350 pages. Available in PDF, EPUB and Kindle. Book excerpt: In neuroscience, a neural network is a bit of conceptual juggernaut: the conceptual transition from neuroanatomy, a rigorously descriptive discipline of observed structure, to the designation of the parameters delimiting a 'network' can be problematic. In outline a neural network describes a population of physically interconnected neurons or a group of disparate neurons whose inputs or signalling targets define a recognisable circuit. Communication between neurons often involves an electrochemical process. The interface through which they interact with surrounding neurons usually consists of several dendrites (input connections), which are connected via synapses to other neurons, and one axon (output connection). If the sum of the input signals surpasses a certain threshold, the neuron sends an action potential (AP) at the axon hillock and transmits this electrical signal along the axon. This important book presents the latest research in this field.

Advances in Neural Network Research and Applications

Author : Zhigang Zeng
Publisher : Springer Science & Business Media
ISBN 13 : 3642129900
Total Pages : 921 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis Advances in Neural Network Research and Applications by : Zhigang Zeng

Download or read book Advances in Neural Network Research and Applications written by Zhigang Zeng and published by Springer Science & Business Media. This book was released on 2010-05-10 with total page 921 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a part of the Proceedings of the Seventh International Symposium on Neural Networks (ISNN 2010), held on June 6-9, 2010 in Shanghai, China. Over the past few years, ISNN has matured into a well-established premier international symposium on neural networks and related fields, with a successful sequence of ISNN series in Dalian (2004), Chongqing (2005), Chengdu (2006), Nanjing (2007), Beijing (2008), and Wuhan (2009). Following the tradition of ISNN series, ISNN 2010 provided a high-level international forum for scientists, engineers, and educators to present the state-of-the-art research in neural networks and related fields, and also discuss the major opportunities and challenges of future neural network research. Over the past decades, the neural network community has witnessed significant breakthroughs and developments from all aspects of neural network research, including theoretical foundations, architectures, and network organizations, modeling and simulation, empirical studies, as well as a wide range of applications across different domains. The recent developments of science and technology, including neuroscience, computer science, cognitive science, nano-technologies and engineering design, among others, has provided significant new understandings and technological solutions to move the neural network research toward the development of complex, large scale, and networked brain-like intelligent systems. This long-term goals can only be achieved with the continuous efforts from the community to seriously investigate various issues on neural networks and related topics.

Proceedings of the 22nd Engineering Applications of Neural Networks Conference

Author : Lazaros Iliadis
Publisher : Springer Nature
ISBN 13 : 3030805689
Total Pages : 521 pages
Book Rating : 4.0/5 (38 download)

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Book Synopsis Proceedings of the 22nd Engineering Applications of Neural Networks Conference by : Lazaros Iliadis

Download or read book Proceedings of the 22nd Engineering Applications of Neural Networks Conference written by Lazaros Iliadis and published by Springer Nature. This book was released on 2021-06-23 with total page 521 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book contains the proceedings of the 22nd EANN “Engineering Applications of Neural Networks” 2021 that comprise of research papers on both theoretical foundations and cutting-edge applications of artificial intelligence. Based on the discussed research areas, emphasis is given in advances of machine learning (ML) focusing on the following algorithms-approaches: Augmented ML, autoencoders, adversarial neural networks, blockchain-adaptive methods, convolutional neural networks, deep learning, ensemble methods, learning-federated learning, neural networks, recurrent – long short-term memory. The application domains are related to: Anomaly detection, bio-medical AI, cyber-security, data fusion, e-learning, emotion recognition, environment, hyperspectral imaging, fraud detection, image analysis, inverse kinematics, machine vision, natural language, recommendation systems, robotics, sentiment analysis, simulation, stock market prediction.

Recruitment Learning

Author : Joachim Diederich
Publisher : Springer Science & Business Media
ISBN 13 : 3642140270
Total Pages : 316 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis Recruitment Learning by : Joachim Diederich

Download or read book Recruitment Learning written by Joachim Diederich and published by Springer Science & Business Media. This book was released on 2010-10-14 with total page 316 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents a fascinating and self-contained account of "recruitment learning", a model and theory of fast learning in the neocortex. In contrast to the more common attractor network paradigm for long- and short-term memory, recruitment learning focuses on one-shot learning or "chunking" of arbitrary feature conjunctions that co-occur in single presentations. The book starts with a comprehensive review of the historic background of recruitment learning, putting special emphasis on the ground-breaking work of D.O. Hebb, W.A.Wickelgren, J.A.Feldman, L.G.Valiant, and L. Shastri. Afterwards a thorough mathematical analysis of the model is presented which shows that recruitment is indeed a plausible mechanism of memory formation in the neocortex. A third part extends the main concepts towards state-of-the-art spiking neuron models and dynamic synchronization as a tentative solution of the binding problem. The book further discusses the possible role of adult neurogenesis for recruitment. These recent developments put the theory of recruitment learning at the forefront of research on biologically inspired memory models and make the book an important and timely contribution to the field.

Theoretical Advances in Neural Computation and Learning

Author : Vwani Roychowdhury
Publisher : Springer Science & Business Media
ISBN 13 : 1461526965
Total Pages : 482 pages
Book Rating : 4.4/5 (615 download)

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Book Synopsis Theoretical Advances in Neural Computation and Learning by : Vwani Roychowdhury

Download or read book Theoretical Advances in Neural Computation and Learning written by Vwani Roychowdhury and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 482 pages. Available in PDF, EPUB and Kindle. Book excerpt: For any research field to have a lasting impact, there must be a firm theoretical foundation. Neural networks research is no exception. Some of the founda tional concepts, established several decades ago, led to the early promise of developing machines exhibiting intelligence. The motivation for studying such machines comes from the fact that the brain is far more efficient in visual processing and speech recognition than existing computers. Undoubtedly, neu robiological systems employ very different computational principles. The study of artificial neural networks aims at understanding these computational prin ciples and applying them in the solutions of engineering problems. Due to the recent advances in both device technology and computational science, we are currently witnessing an explosive growth in the studies of neural networks and their applications. It may take many years before we have a complete understanding about the mechanisms of neural systems. Before this ultimate goal can be achieved, an swers are needed to important fundamental questions such as (a) what can neu ral networks do that traditional computing techniques cannot, (b) how does the complexity of the network for an application relate to the complexity of that problem, and (c) how much training data are required for the resulting network to learn properly? Everyone working in the field has attempted to answer these questions, but general solutions remain elusive. However, encouraging progress in studying specific neural models has been made by researchers from various disciplines.

Recurrent Neural Networks

Author : Fathi M. Salem
Publisher : Springer Nature
ISBN 13 : 3030899292
Total Pages : 130 pages
Book Rating : 4.0/5 (38 download)

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Book Synopsis Recurrent Neural Networks by : Fathi M. Salem

Download or read book Recurrent Neural Networks written by Fathi M. Salem and published by Springer Nature. This book was released on 2022-01-03 with total page 130 pages. Available in PDF, EPUB and Kindle. Book excerpt: This textbook provides a compact but comprehensive treatment that provides analytical and design steps to recurrent neural networks from scratch. It provides a treatment of the general recurrent neural networks with principled methods for training that render the (generalized) backpropagation through time (BPTT). This author focuses on the basics and nuances of recurrent neural networks, providing technical and principled treatment of the subject, with a view toward using coding and deep learning computational frameworks, e.g., Python and Tensorflow-Keras. Recurrent neural networks are treated holistically from simple to gated architectures, adopting the technical machinery of adaptive non-convex optimization with dynamic constraints to leverage its systematic power in organizing the learning and training processes. This permits the flow of concepts and techniques that provide grounded support for design and training choices. The author’s approach enables strategic co-training of output layers, using supervised learning, and hidden layers, using unsupervised learning, to generate more efficient internal representations and accuracy performance. As a result, readers will be enabled to create designs tailoring proficient procedures for recurrent neural networks in their targeted applications.

Every Building on the Sunset Strip

Author : Edward Ruscha
Publisher :
ISBN 13 :
Total Pages : 58 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Every Building on the Sunset Strip by : Edward Ruscha

Download or read book Every Building on the Sunset Strip written by Edward Ruscha and published by . This book was released on 1966 with total page 58 pages. Available in PDF, EPUB and Kindle. Book excerpt: A complete panoramic pictorial compilation of every building on Sunset Strip in Los Angeles, California.

Neural Networks in Business Forecasting

Author : G. Peter Zhang
Publisher : IGI Global
ISBN 13 : 1591401763
Total Pages : 311 pages
Book Rating : 4.5/5 (914 download)

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Book Synopsis Neural Networks in Business Forecasting by : G. Peter Zhang

Download or read book Neural Networks in Business Forecasting written by G. Peter Zhang and published by IGI Global. This book was released on 2004-01-01 with total page 311 pages. Available in PDF, EPUB and Kindle. Book excerpt: Forecasting is one of the most important activities that form the basis for strategic, tactical, and operational decisions in all business organizations. Recently, neural networks have emerged as an important tool for business forecasting. There are considerable interests and applications in forecasting using neural networks. Neural Networks in Business Forecasting provides for researchers and practitioners some recent advances in applying neural networks to business forecasting. A number of case studies demonstrating the innovative or successful applications of neural networks to many areas of business as well as methods to improve neural network forecasting performance are presented.

The Pragmatic Turn

Author : Andreas K. Engel
Publisher : MIT Press
ISBN 13 : 0262333309
Total Pages : 433 pages
Book Rating : 4.2/5 (623 download)

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Book Synopsis The Pragmatic Turn by : Andreas K. Engel

Download or read book The Pragmatic Turn written by Andreas K. Engel and published by MIT Press. This book was released on 2016-06-03 with total page 433 pages. Available in PDF, EPUB and Kindle. Book excerpt: Experts from a range of disciplines assess the foundations and implications of a novel action-oriented view of cognition. Cognitive science is experiencing a pragmatic turn away from the traditional representation-centered framework toward a view that focuses on understanding cognition as “enactive.” This enactive view holds that cognition does not produce models of the world but rather subserves action as it is grounded in sensorimotor skills. In this volume, experts from cognitive science, neuroscience, psychology, robotics, and philosophy of mind assess the foundations and implications of a novel action-oriented view of cognition. Their contributions and supporting experimental evidence show that an enactive approach to cognitive science enables strong conceptual advances, and the chapters explore key concepts for this new model of cognition. The contributors discuss the implications of an enactive approach for cognitive development; action-oriented models of cognitive processing; action-oriented understandings of consciousness and experience; and the accompanying paradigm shifts in the fields of philosophy, brain science, robotics, and psychology. Contributors Moshe Bar, Lawrence W. Barsalov, Olaf Blanke, Jeannette Bohg, Martin V. Butz, Peter F. Dominey, Andreas K. Engel, Judith M. Ford, Karl J. Friston, Chris D. Frith, Shaun Gallagher, Antonia Hamilton, Tobias Heed, Cecilia Heyes, Elisabeth Hill, Matej Hoffmann, Jakob Hohwy, Bernhard Hommel, Atsushi Iriki, Pierre Jacob, Henrik Jörntell, Jürgen Jost, James Kilner, Günther Knoblich, Peter König, Danica Kragic, Miriam Kyselo, Alexander Maye, Marek McGann, Richard Menary, Thomas Metzinger, Ezequiel Morsella, Saskia Nagel, Kevin J. O'Regan, Pierre-Yves Oudeyer, Giovanni Pezzulo, Tony J. Prescott, Wolfgang Prinz, Friedemann Pulvermüller, Robert Rupert, Marti Sanchez-Fibla, Andrew Schwartz, Anil K. Seth, Vicky Southgate, Antonella Tramacere, John K. Tsotsos, Paul F. M. J. Verschure, Gabriella Vigliocco, Gottfried Vosgerau

Quantum Machine Learning

Author : Pethuru Raj
Publisher : Walter de Gruyter GmbH & Co KG
ISBN 13 : 311134259X
Total Pages : 412 pages
Book Rating : 4.1/5 (113 download)

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Book Synopsis Quantum Machine Learning by : Pethuru Raj

Download or read book Quantum Machine Learning written by Pethuru Raj and published by Walter de Gruyter GmbH & Co KG. This book was released on 2024-08-05 with total page 412 pages. Available in PDF, EPUB and Kindle. Book excerpt: Quantum computing has shown a potential to tackle specific types of problems, especially those involving a daunting number of variables, at an exponentially faster rate compared to classical computers. This volume focuses on quantum variants of machine learning algorithms, such as quantum neural networks, quantum reinforcement learning, quantum principal component analysis, quantum support vectors, quantum Boltzmann machines, and many more.

Applications of Neural Networks in Environment, Energy and Health

Author : P E Keller
Publisher : World Scientific
ISBN 13 : 9814547549
Total Pages : 240 pages
Book Rating : 4.8/5 (145 download)

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Book Synopsis Applications of Neural Networks in Environment, Energy and Health by : P E Keller

Download or read book Applications of Neural Networks in Environment, Energy and Health written by P E Keller and published by World Scientific. This book was released on 1996-07-04 with total page 240 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book contains the proceedings of the Workshop on Environmental and Energy Applications of Neural Networks. The purpose of this workshop was to provide a forum for discussing environmental, energy, and biomedical applications of neural networks. The applications covered in these proceedings include modeling and predicting soil, air and water pollution; waste reduction; environmental sensing; spectroscopy; hazardous waste handling and cleanup; environmental monitoring of power plants; process monitoring and optimization of power systems; modeling and control of power plants; power load forecasting; fault location and diagnosis of power systems; medical image and signal analysis; medical diagnosis; analysis of environmental health effects; health insurance, and modeling biological systems. Contents:Neural Network Models: Insights and Prescriptions from Practical ApplicationsPrediction Horizon Effects on Stochastic Modeling Hints for Neural NetworksNeural Network Analysis for Hazardous Waste CharacterizationNeural Networks for Nuclear SpectroscopyNeural Network Utility in Nondestructive Transuranic Waste Assay, Initial InvestigationsApplication of Neural Networks to Determine Moisture Content on Humidity–Attenuated Near Infrared SpectraFluorescent Diagnostics of Organic Pollution in Natural Walters: A Neural Network Approach; Reliability and Risk Analysis Using Artificial Neural NetworksElectronic Noses and Their Applications in Environmental MonitoringApplication of Computational Neural Networks in Predicting Atmospheric Pollutant Concentrations Due to Fossil–Fired Electric Power Generationand other papers. Readership: Researchers in neural networks. keywords:

Artificial Higher Order Neural Networks for Computer Science and Engineering: Trends for Emerging Applications

Author : Zhang, Ming
Publisher : IGI Global
ISBN 13 : 1615207120
Total Pages : 660 pages
Book Rating : 4.6/5 (152 download)

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Book Synopsis Artificial Higher Order Neural Networks for Computer Science and Engineering: Trends for Emerging Applications by : Zhang, Ming

Download or read book Artificial Higher Order Neural Networks for Computer Science and Engineering: Trends for Emerging Applications written by Zhang, Ming and published by IGI Global. This book was released on 2010-02-28 with total page 660 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book introduces and explains Higher Order Neural Networks (HONNs) to people working in the fields of computer science and computer engineering, and how to use HONNS in these areas"--Provided by publisher.

Three Horizons

Author : Bill Sharpe
Publisher : Triarchy Press
ISBN 13 : 1911193872
Total Pages : 142 pages
Book Rating : 4.9/5 (111 download)

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Book Synopsis Three Horizons by : Bill Sharpe

Download or read book Three Horizons written by Bill Sharpe and published by Triarchy Press. This book was released on 2020-06-16 with total page 142 pages. Available in PDF, EPUB and Kindle. Book excerpt: A practical framework for thinking about the future... and an exploration of 'future consciousness' and how to develop it

Mathematical Analysis of Evolution, Information, and Complexity

Author : Wolfgang Arendt
Publisher : John Wiley & Sons
ISBN 13 : 3527628037
Total Pages : 502 pages
Book Rating : 4.5/5 (276 download)

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Book Synopsis Mathematical Analysis of Evolution, Information, and Complexity by : Wolfgang Arendt

Download or read book Mathematical Analysis of Evolution, Information, and Complexity written by Wolfgang Arendt and published by John Wiley & Sons. This book was released on 2009-07-10 with total page 502 pages. Available in PDF, EPUB and Kindle. Book excerpt: Mathematical Analysis of Evolution, Information, and Complexity deals with the analysis of evolution, information and complexity. The time evolution of systems or processes is a central question in science, this text covers a broad range of problems including diffusion processes, neuronal networks, quantum theory and cosmology. Bringing together a wide collection of research in mathematics, information theory, physics and other scientific and technical areas, this new title offers elementary and thus easily accessible introductions to the various fields of research addressed in the book.

EHealth Beyond the Horizon

Author : European Federation for Medical Informatics. International Congress
Publisher : IOS Press
ISBN 13 : 1586038648
Total Pages : 908 pages
Book Rating : 4.5/5 (86 download)

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Book Synopsis EHealth Beyond the Horizon by : European Federation for Medical Informatics. International Congress

Download or read book EHealth Beyond the Horizon written by European Federation for Medical Informatics. International Congress and published by IOS Press. This book was released on 2008 with total page 908 pages. Available in PDF, EPUB and Kindle. Book excerpt: The first part of the MIE 2008 conference theme - eHealth Beyond the Horizon - highlights the expectations for the future of ehealth and raises the question: What sort of developments in ehealth services can we imagine emerging above the horizon in the years to come? EHealth Beyond the Horizon contains a good number of high-quality papers giving different perspectives of this future, some of them already available today in picot scale, some of them outlined in visions. The second part of the theme - Get IT There - has triggered a large number of papers describing how to create, evaluate, adjust and deliver products and deploy services in healthcare organizations for the necessary information technology as a basis for the ehealth applications that are essential in order to respond to the challenges of the health systems. The papers in the proceedings are grouped by themes according to the submission categories and the supplied keywords. As the last theme, three doctoral students from different areas of medical informatics were selected to present and discuss their research under the guidance of a panel of distinguished research faculties.

New Wombs

Author : Maria Luisa Palumbo
Publisher : Springer Science & Business Media
ISBN 13 : 9783764362942
Total Pages : 100 pages
Book Rating : 4.3/5 (629 download)

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Book Synopsis New Wombs by : Maria Luisa Palumbo

Download or read book New Wombs written by Maria Luisa Palumbo and published by Springer Science & Business Media. This book was released on 2000-08-01 with total page 100 pages. Available in PDF, EPUB and Kindle. Book excerpt: A sense of harmony and proportion has traditionally been achieved in architectural compositions by using the dimensions of the human body as the starting point. Modern technology now enables us to go beyond these physical dimensions into a virtual world, and this poses a challenge to architecture as we usually perceive it. Interactive, flexible and intelligent models are being called for. Whilst technology is taking us into the realms of virtual reality, architecture on the other hand, is becoming more corporeal. "Postorganic" is the term being used to express this merging of the body and architecture brought about by electronic media. A radical change in perspective is blurring the distinction between the organic and mechanic, and the artificial logic of the computer and the natural logic of man are fusing together

Foreign-Exchange-Rate Forecasting with Artificial Neural Networks

Author : Lean Yu
Publisher : Springer Science & Business Media
ISBN 13 : 038771720X
Total Pages : 323 pages
Book Rating : 4.3/5 (877 download)

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Book Synopsis Foreign-Exchange-Rate Forecasting with Artificial Neural Networks by : Lean Yu

Download or read book Foreign-Exchange-Rate Forecasting with Artificial Neural Networks written by Lean Yu and published by Springer Science & Business Media. This book was released on 2010-02-26 with total page 323 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on forecasting foreign exchange rates via artificial neural networks (ANNs), creating and applying the highly useful computational techniques of Artificial Neural Networks (ANNs) to foreign-exchange rate forecasting. The result is an up-to-date review of the most recent research developments in forecasting foreign exchange rates coupled with a highly useful methodological approach to predicting rate changes in foreign currency exchanges.