Stochastic Optimization of Neural Networks and Implications for Biological Learning

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Publisher :
ISBN 13 :
Total Pages : 220 pages
Book Rating : 4.:/5 (318 download)

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Book Synopsis Stochastic Optimization of Neural Networks and Implications for Biological Learning by : Russell Wayne Anderson

Download or read book Stochastic Optimization of Neural Networks and Implications for Biological Learning written by Russell Wayne Anderson and published by . This book was released on 1991 with total page 220 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Neural Networks and Pattern Recognition

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Publisher : Academic Press
ISBN 13 : 9780125264204
Total Pages : 380 pages
Book Rating : 4.2/5 (642 download)

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Book Synopsis Neural Networks and Pattern Recognition by : Omid Omidvar

Download or read book Neural Networks and Pattern Recognition written by Omid Omidvar and published by Academic Press. This book was released on 1998 with total page 380 pages. Available in PDF, EPUB and Kindle. Book excerpt: Pulse-coupled neural networks; A neural network model for optical flow computation; Temporal pattern matching using an artificial neural network; Patterns of dynamic activity and timing in neural network processing; A macroscopic model of oscillation in ensembles of inhibitory and excitatory neurons; Finite state machines and recurrent neural networks: automata and dynamical systems approaches; biased random-waldk learning; a neurobiological correlate to trial-and-error; Using SONNET 1 to segment continuous sequences of items; On the use of high-level petri nets in the modeling of biological neural networks; Locally recurrent networks: the gmma operator, properties, and extensions.

Stochastic Optimization of Neural Networks and Implications for Biological Learning

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Publisher :
ISBN 13 :
Total Pages : 430 pages
Book Rating : 4.:/5 (58 download)

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Book Synopsis Stochastic Optimization of Neural Networks and Implications for Biological Learning by : Russell Wayne Anderson

Download or read book Stochastic Optimization of Neural Networks and Implications for Biological Learning written by Russell Wayne Anderson and published by . This book was released on 1991 with total page 430 pages. Available in PDF, EPUB and Kindle. Book excerpt:

The International Journal of Neural Networks

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ISBN 13 :
Total Pages : 184 pages
Book Rating : 4.0/5 ( download)

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Book Synopsis The International Journal of Neural Networks by :

Download or read book The International Journal of Neural Networks written by and published by . This book was released on 1992 with total page 184 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Dissertation Abstracts International

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ISBN 13 :
Total Pages : 994 pages
Book Rating : 4.F/5 ( download)

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Book Synopsis Dissertation Abstracts International by :

Download or read book Dissertation Abstracts International written by and published by . This book was released on 2008 with total page 994 pages. Available in PDF, EPUB and Kindle. Book excerpt:

ECAI 2020

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Publisher : IOS Press
ISBN 13 : 164368101X
Total Pages : 3122 pages
Book Rating : 4.6/5 (436 download)

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Book Synopsis ECAI 2020 by : G. De Giacomo

Download or read book ECAI 2020 written by G. De Giacomo and published by IOS Press. This book was released on 2020-09-11 with total page 3122 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the proceedings of the 24th European Conference on Artificial Intelligence (ECAI 2020), held in Santiago de Compostela, Spain, from 29 August to 8 September 2020. The conference was postponed from June, and much of it conducted online due to the COVID-19 restrictions. The conference is one of the principal occasions for researchers and practitioners of AI to meet and discuss the latest trends and challenges in all fields of AI and to demonstrate innovative applications and uses of advanced AI technology. The book also includes the proceedings of the 10th Conference on Prestigious Applications of Artificial Intelligence (PAIS 2020) held at the same time. A record number of more than 1,700 submissions was received for ECAI 2020, of which 1,443 were reviewed. Of these, 361 full-papers and 36 highlight papers were accepted (an acceptance rate of 25% for full-papers and 45% for highlight papers). The book is divided into three sections: ECAI full papers; ECAI highlight papers; and PAIS papers. The topics of these papers cover all aspects of AI, including Agent-based and Multi-agent Systems; Computational Intelligence; Constraints and Satisfiability; Games and Virtual Environments; Heuristic Search; Human Aspects in AI; Information Retrieval and Filtering; Knowledge Representation and Reasoning; Machine Learning; Multidisciplinary Topics and Applications; Natural Language Processing; Planning and Scheduling; Robotics; Safe, Explainable, and Trustworthy AI; Semantic Technologies; Uncertainty in AI; and Vision. The book will be of interest to all those whose work involves the use of AI technology.

A Course in Reinforcement Learning: 2nd Edition

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Publisher : Athena Scientific
ISBN 13 : 1886529299
Total Pages : 475 pages
Book Rating : 4.8/5 (865 download)

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Book Synopsis A Course in Reinforcement Learning: 2nd Edition by : Dimitri Bertsekas

Download or read book A Course in Reinforcement Learning: 2nd Edition written by Dimitri Bertsekas and published by Athena Scientific. This book was released on with total page 475 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is 2nd edition of the textbook used at the author's ASU research-oriented course on Reinforcement Learning (RL), offered in each of the last six years. Its purpose is to give an overview of the RL methodology, particularly as it relates to problems of optimal and suboptimal decision and control, as well as discrete optimization. While in this book mathematical proofs are deemphasized, there is considerable related analysis, which supports the conclusions and can be found in the author's recent RL and DP books. These books also contain additional material on off-line training of neural networks, on the use of policy gradient methods for approximation in policy space, and on aggregation.

Stochastic Methods for Flow in Porous Media

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Publisher : Elsevier
ISBN 13 : 0080517773
Total Pages : 371 pages
Book Rating : 4.0/5 (85 download)

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Book Synopsis Stochastic Methods for Flow in Porous Media by : Dongxiao Zhang

Download or read book Stochastic Methods for Flow in Porous Media written by Dongxiao Zhang and published by Elsevier. This book was released on 2001-10-11 with total page 371 pages. Available in PDF, EPUB and Kindle. Book excerpt: Stochastic Methods for Flow in Porous Media: Coping with Uncertainties explores fluid flow in complex geologic environments. The parameterization of uncertainty into flow models is important for managing water resources, preserving subsurface water quality, storing energy and wastes, and improving the safety and economics of extracting subsurface mineral and energy resources. This volume systematically introduces a number of stochastic methods used by researchers in the community in a tutorial way and presents methodologies for spatially and temporally stationary as well as nonstationary flows. The author compiles a number of well-known results and useful formulae and includes exercises at the end of each chapter. - Balanced viewpoint of several stochastic methods, including Greens' function, perturbative expansion, spectral, Feynman diagram, adjoint state, Monte Carlo simulation, and renormalization group methods - Tutorial style of presentation will facilitate use by readers without a prior in-depth knowledge of Stochastic processes - Practical examples throughout the text - Exercises at the end of each chapter reinforce specific concepts and techniques - For the reader who is interested in hands-on experience, a number of computer codes are included and discussed

Communication and Intelligent Systems

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Publisher : Springer Nature
ISBN 13 : 9811610894
Total Pages : 1040 pages
Book Rating : 4.8/5 (116 download)

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Book Synopsis Communication and Intelligent Systems by : Harish Sharma

Download or read book Communication and Intelligent Systems written by Harish Sharma and published by Springer Nature. This book was released on 2021-06-28 with total page 1040 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gathers selected research papers presented at the International Conference on Communication and Intelligent Systems (ICCIS 2020), organized jointly by Birla Institute of Applied Sciences, Uttarakhand, and Soft Computing Research Society during 26–27 December 2020. This book presents a collection of state-of-the-art research work involving cutting-edge technologies for communication and intelligent systems. Over the past few years, advances in artificial intelligence and machine learning have sparked new research efforts around the globe, which explore novel ways of developing intelligent systems and smart communication technologies. The book presents single- and multi-disciplinary research on these themes in order to make the latest results available in a single, readily accessible source.

Catalyzing Inquiry at the Interface of Computing and Biology

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Publisher : National Academies Press
ISBN 13 : 030909612X
Total Pages : 469 pages
Book Rating : 4.3/5 (9 download)

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Book Synopsis Catalyzing Inquiry at the Interface of Computing and Biology by : National Research Council

Download or read book Catalyzing Inquiry at the Interface of Computing and Biology written by National Research Council and published by National Academies Press. This book was released on 2006-01-01 with total page 469 pages. Available in PDF, EPUB and Kindle. Book excerpt: Advances in computer science and technology and in biology over the last several years have opened up the possibility for computing to help answer fundamental questions in biology and for biology to help with new approaches to computing. Making the most of the research opportunities at the interface of computing and biology requires the active participation of people from both fields. While past attempts have been made in this direction, circumstances today appear to be much more favorable for progress. To help take advantage of these opportunities, this study was requested of the NRC by the National Science Foundation, the Department of Defense, the National Institutes of Health, and the Department of Energy. The report provides the basis for establishing cross-disciplinary collaboration between biology and computing including an analysis of potential impediments and strategies for overcoming them. The report also presents a wealth of examples that should encourage students in the biological sciences to look for ways to enable them to be more effective users of computing in their studies.

Active Particles, Volume 3

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Publisher : Springer Nature
ISBN 13 : 3030933024
Total Pages : 230 pages
Book Rating : 4.0/5 (39 download)

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Book Synopsis Active Particles, Volume 3 by : Nicola Bellomo

Download or read book Active Particles, Volume 3 written by Nicola Bellomo and published by Springer Nature. This book was released on 2022-03-28 with total page 230 pages. Available in PDF, EPUB and Kindle. Book excerpt: This edited volume collects six surveys that present state-of-the-art results on modeling, qualitative analysis, and simulation of active matter, focusing on specific applications in the natural sciences. Following the previously published Active Particles volumes, these chapters are written by leading experts in the field and reflect the diversity of subject matter in theory and applications within an interdisciplinary framework. Topics covered include: Variability and heterogeneity in natural swarms Multiscale aspects of the dynamics of human crowds Mathematical modeling of cell collective motion triggered by self-generated gradients Clustering dynamics on graphs Random Batch Methods for classical and quantum interacting particle systems The consensus-based global optimization algorithm and its recent variants Mathematicians and other members of the scientific community interested in active matter and its many applications will find this volume to be a timely, authoritative, and valuable resource.

XV Mediterranean Conference on Medical and Biological Engineering and Computing – MEDICON 2019

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Publisher : Springer Nature
ISBN 13 : 3030316351
Total Pages : 2058 pages
Book Rating : 4.0/5 (33 download)

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Book Synopsis XV Mediterranean Conference on Medical and Biological Engineering and Computing – MEDICON 2019 by : Jorge Henriques

Download or read book XV Mediterranean Conference on Medical and Biological Engineering and Computing – MEDICON 2019 written by Jorge Henriques and published by Springer Nature. This book was released on 2019-09-24 with total page 2058 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gathers the proceedings of MEDICON 2019 – the XV Mediterranean Conference on Medical and Biological Engineering and Computing – which was held in September 26-28, 2019, in Coimbra, Portugal. A special emphasis has been given to practical findings, techniques and methods, aimed at fostering an effective patient empowerment, i.e. to position the patient at the heart of the health system and encourages them to be actively involved in managing their own healthcare needs. The book reports on research and development in electrical engineering, computing, data science and instrumentation, and on many topics at the interface between those disciplines. It provides academics and professionals with extensive knowledge on cutting-edge techniques and tools for detection, prevention, treatment and management of diseases. A special emphasis is given to effective advances, as well as new directions and challenges towards improving healthcare through holistic patient empowerment.

Advances in Brain Inspired Cognitive Systems

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Publisher : Springer Nature
ISBN 13 : 303039431X
Total Pages : 606 pages
Book Rating : 4.0/5 (33 download)

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Book Synopsis Advances in Brain Inspired Cognitive Systems by : Jinchang Ren

Download or read book Advances in Brain Inspired Cognitive Systems written by Jinchang Ren and published by Springer Nature. This book was released on 2020-01-31 with total page 606 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 10th International Conference on Advances in Brain Inspired Cognitive Systems, BICS 2019, held in Guangzhou, China, in July 2019. The 57 papers presented in this volume were carefully reviewed and selected from 129 submissions. The papers are organized in topical sections named: neural computation; biologically inspired systems; image recognition: detection, tracking and classification; and data analysis and natural language processing.

Research in Computational Molecular Biology

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Publisher : Springer Nature
ISBN 13 : 3030452573
Total Pages : 293 pages
Book Rating : 4.0/5 (34 download)

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Book Synopsis Research in Computational Molecular Biology by : Russell Schwartz

Download or read book Research in Computational Molecular Biology written by Russell Schwartz and published by Springer Nature. This book was released on 2020-04-20 with total page 293 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 24th Annual Conference on Research in Computational Molecular Biology, RECOMB 2020, held in Padua, Italy, in May 2020. The 13 regular and 24 short papers presented were carefully reviewed and selected from 206 submissions. The papers report on original research in all areas of computational molecular biology and bioinformatics.

Handbook of Smart Materials, Technologies, and Devices

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Publisher : Springer Nature
ISBN 13 : 3030842053
Total Pages : 2831 pages
Book Rating : 4.0/5 (38 download)

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Book Synopsis Handbook of Smart Materials, Technologies, and Devices by : Chaudhery Mustansar Hussain

Download or read book Handbook of Smart Materials, Technologies, and Devices written by Chaudhery Mustansar Hussain and published by Springer Nature. This book was released on 2022-11-09 with total page 2831 pages. Available in PDF, EPUB and Kindle. Book excerpt: This handbook brings together technical expertise, conceptual background, applications, and societal aspects of Industry 4.0: the evolution of automation and data exchange in fabrication technologies, materials processing, and device manufacturing at both experimental and theoretical model scales. The book assembles all the aspects of Industry 4.0, starting from the emergence of the concept to the consequences of its progression. Drawing on expert contributors from around the world, the volume details the technologies that sparked the fourth revolution and illustrates their characteristics, potential, and methods of use in the industrial and societal domains. In addition, important topics such as ethics, privacy and security are considered in a reality where all data is shared and saved remotely. The collection of contribution serve a very broad audience working in the fields of science and engineering, chemical engineering, materials science, nanotechnology, energy, environment, green chemistry, sustainability, electrical and electronic engineering, solid-state physics, surface science, aerosol technology, chemistry, colloid science, device engineering, and computer technology. This handbook ideal reference libraries in universities and industrial institutions, government and independent institutes, individual research groups and scientists.

The Oxford Handbook of Computational Linguistics

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Publisher : Oxford University Press
ISBN 13 : 0199573697
Total Pages : 1377 pages
Book Rating : 4.1/5 (995 download)

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Book Synopsis The Oxford Handbook of Computational Linguistics by : Ruslan Mitkov

Download or read book The Oxford Handbook of Computational Linguistics written by Ruslan Mitkov and published by Oxford University Press. This book was released on 2022-03-09 with total page 1377 pages. Available in PDF, EPUB and Kindle. Book excerpt: Ruslan Mitkov's highly successful Oxford Handbook of Computational Linguistics has been substantially revised and expanded in this second edition. Alongside updated accounts of the topics covered in the first edition, it includes 17 new chapters on subjects such as semantic role-labelling, text-to-speech synthesis, translation technology, opinion mining and sentiment analysis, and the application of Natural Language Processing in educational and biomedical contexts, among many others. The volume is divided into four parts that examine, respectively: the linguistic fundamentals of computational linguistics; the methods and resources used, such as statistical modelling, machine learning, and corpus annotation; key language processing tasks including text segmentation, anaphora resolution, and speech recognition; and the major applications of Natural Language Processing, from machine translation to author profiling. The book will be an essential reference for researchers and students in computational linguistics and Natural Language Processing, as well as those working in related industries.

The State of the Art in Computational Intelligence

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Publisher : Springer Science & Business Media
ISBN 13 : 3790818445
Total Pages : 414 pages
Book Rating : 4.7/5 (98 download)

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Book Synopsis The State of the Art in Computational Intelligence by : Peter Sincak

Download or read book The State of the Art in Computational Intelligence written by Peter Sincak and published by Springer Science & Business Media. This book was released on 2012-11-14 with total page 414 pages. Available in PDF, EPUB and Kindle. Book excerpt: Computational Intelligence is a very dynamic domain of modern information society which integrates fields such as neural networks, fuzzy systems, evolutionary computation and intelligent systems in general. The book presents papers from the Euro-International Symposium on Computational Intelligence held in Kosice (Slovak Republic) in August 2000. It contains theoretical studies along with a chapter on applications and case studies. One of the main results of the symposium is that the combination of various techniques into hybrid intelligent systems will be very important for the development of intelligent information systems in the 21st century. The book also contains interesting forewords written by L.A. Zadeh, D.E. Goldberg, and K. Fukushima.