The Neural Network Process (NNP) PDF Download

Author: Thomas L. Saaty
Publisher: RWS Publications
ISBN: 1888603240
Category : Computational neuroscience
Languages : en
Pages : 167

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Author: John A. Moriarty
Publisher: Oxford University Press
ISBN: 0192555359
Category : Science
Languages : en
Pages : 593

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Book Description
Atomistic computer simulations are often at the heart of modern attempts to predict and understand the physical properties of real materials, including the vast domain of metals and alloys. Historically, highly simplified empirical potentials have been used to provide the interatomic forces needed to perform such simulations, but true predictive power in these materials emanates from fundamental quantum mechanics. In metals and alloys especially, a viable path forward to the vastly larger length and time scales offered by empirical potentials, while retaining the predictive power of quantum mechanics, is to course-grain the underlying electronic structure of the material and systematically derive quantum-based interatomic potentials from first-principles. This book spans the entire process from foundation in fundamental theory, to the development of accurate quantum-based potentials for real materials, to the wide-spread application of the potentials to the atomistic simulation of structural, thermodynamic, defect and mechanical properties of metals and alloys.

Author: Richard M. Reese
Publisher: Packt Publishing Ltd
ISBN: 1788993063
Category : Computers
Languages : en
Pages : 308

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Book Description
Explore various approaches to organize and extract useful text from unstructured data using Java Key Features Use deep learning and NLP techniques in Java to discover hidden insights in text Work with popular Java libraries such as CoreNLP, OpenNLP, and Mallet Explore machine translation, identifying parts of speech, and topic modeling Book Description Natural Language Processing (NLP) allows you to take any sentence and identify patterns, special names, company names, and more. The second edition of Natural Language Processing with Java teaches you how to perform language analysis with the help of Java libraries, while constantly gaining insights from the outcomes. You’ll start by understanding how NLP and its various concepts work. Having got to grips with the basics, you’ll explore important tools and libraries in Java for NLP, such as CoreNLP, OpenNLP, Neuroph, and Mallet. You’ll then start performing NLP on different inputs and tasks, such as tokenization, model training, parts-of-speech and parsing trees. You’ll learn about statistical machine translation, summarization, dialog systems, complex searches, supervised and unsupervised NLP, and more. By the end of this book, you’ll have learned more about NLP, neural networks, and various other trained models in Java for enhancing the performance of NLP applications. What you will learn Understand basic NLP tasks and how they relate to one another Discover and use the available tokenization engines Apply search techniques to find people, as well as things, within a document Construct solutions to identify parts of speech within sentences Use parsers to extract relationships between elements of a document Identify topics in a set of documents Explore topic modeling from a document Who this book is for Natural Language Processing with Java is for you if you are a data analyst, data scientist, or machine learning engineer who wants to extract information from a language using Java. Knowledge of Java programming is needed, while a basic understanding of statistics will be useful but not mandatory.

Author: Tingwen Huang
Publisher: Springer
ISBN: 3319925377
Category : Computers
Languages : en
Pages : 879

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Book Description
This book constitutes the refereed proceedings of the 15th International Symposium on Neural Networks, ISNN 2018, held in Minsk, Belarus in June 2018.The 98 revised regular papers presented in this volume were carefully reviewed and selected from 214 submissions. The papers cover many topics of neural network-related research including intelligent control, neurodynamic analysis, bio-signal, bioinformatics and biomedical engineering, clustering, classification, forecasting, models, algorithms, cognitive computation, machine learning, and optimization.​

Author: Thomas L. Saaty
Publisher: RWS Publications
ISBN: 1888603348
Category : Computers
Languages : en
Pages : 466

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Book Description
This work confirms what many contemporary thinkers have claimed: that all human actions, sensations, thoughts and even emotions are derived from the synthesis of neural firings in the brain. This book offers the mathematics to describe how this happens and the nature of their interaction, feedback and synthesis. As an acknowledgement of his expertise, in 2017, the last year of his life, the highly acclaimed Neural Networks journal published two of his papers on the subject and the European Journal of Pure and Applied Mathematics published the article “Origin of neural firing and synthesis in making comparisons” co-authored with Dr Luis Vargas. The purpose of this book is to construct a scientific framework of the process by which the brain responds to stimuli and integrates sensory data and, further, how it synthesizes perceptions, memories, inputs from the muscles and nervous systems of the body and ideas. Because the brain puts pieces of information together in stages.

Author: Matsumoto Gen
Publisher: World Scientific
ISBN: 9814740780
Category :
Languages : en
Pages : 1064

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Book Description
IIZUKA '96, the 4th International Conference on Soft Computing, emphasized the integration of the components of soft computing to promote the research work on post-digital computers and to realize the intelligent systems. At the conference, new developments and results in soft computing were introduced and discussed by researchers from academic, governmental, and industrial institutions.This volume presents the opening lectures by Prof. Lotfi A. Zadeh and Prof. Walter J. Freeman, the plenary lectures by seven eminent researchers, and about 200 carefully selected papers drawn from more than 20 countries. It documents current research and in-depth studies on the conception, design, and application of intelligent systems.

Author: Thomas A.Q.T. Truong
Publisher: Thomas A.Q.T. Truong
ISBN:
Category : Political Science
Languages : en
Pages : 500

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Book Description
The Peace Imperative: Transforming the Israeli-Palestinian Conflict A Revolutionary Blueprint for Lasting Peace, Regional Prosperity, and Global Security "The Peace Imperative" shatters paradigms, offering a visionary, comprehensive approach to resolving one of the world's most intractable conflicts. This groundbreaking book presents a meticulously crafted roadmap for transforming the Israeli-Palestinian dispute into a catalyst for unprecedented regional cooperation and global stability. Drawing on cutting-edge research, innovative technologies, and the collective wisdom of global experts, "The Peace Imperative" goes far beyond traditional peace proposals. It introduces: • The Multidimensional Conflict Ecosystem (MCE) model: A revolutionary framework leveraging AI, quantum computing, and systems thinking to map complex conflict dynamics and identify novel solutions. • The Middle East Renaissance Plan: A $1 trillion economic revitalization initiative, transforming the region into a global hub of innovation, sustainable development, and shared prosperity. • Radical Honesty and Historical Reckoning: A groundbreaking approach to addressing historical grievances, including virtual reality experiences and a Truth and Accountability Commission. • Cutting-Edge Security Paradigm: Utilizing AI-powered predictive peacekeeping, quantum encryption, and neurotechnology to redefine regional security. • Green Middle East Initiative: Massive environmental cooperation projects as catalysts for peace, including solar grand projects and innovative water solutions. • Education Revolution: Transforming curricula to nurture empathy, critical thinking, and a shared vision for the future, anchored by the pioneering Middle East Peace University. • Collective Trauma Healing: Large-scale initiatives addressing the psychological scars of conflict, integrating advanced therapies and community-based reconciliation programs. • Interfaith Harmony Initiative: Reimagining religious narratives as sources of unity, featuring unprecedented cooperation in holy site management and scriptural reinterpretation. • Media and Narrative Transformation: Harnessing AI, virtual reality, and collaborative storytelling to reshape public discourse and foster mutual understanding. • Innovative Governance Models: Exploring new political structures for coexistence, including AI-assisted policy simulations and blockchain-based voting systems. "The Peace Imperative" is more than a book; it's a movement, a call to action for every individual who believes in the power of peace to transform our world. It challenges readers to reimagine what's possible, offering a bold vision of a future where Israelis and Palestinians not only coexist but thrive together, setting a new standard for conflict resolution worldwide. This comprehensive blueprint demonstrates how resolving the Israeli-Palestinian conflict can catalyze a new era of cooperation across the Middle East and beyond, addressing urgent global challenges from climate change to economic inequality. "The Peace Imperative" is essential reading for policymakers, peace activists, students of international relations, and anyone passionate about creating a more just and harmonious world. Dare to imagine a transformed Middle East. Embrace "The Peace Imperative" and become part of the solution to one of history's most enduring conflicts.

Author: Jim Ledin
Publisher: Packt Publishing Ltd
ISBN: 183898710X
Category : Computers
Languages : en
Pages : 561

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Book Description
A no-nonsense, practical guide to current and future processor and computer architectures, enabling you to design computer systems and develop better software applications across a variety of domains Key Features Understand digital circuitry with the help of transistors, logic gates, and sequential logic Examine the architecture and instruction sets of x86, x64, ARM, and RISC-V processors Explore the architecture of modern devices such as the iPhone X and high-performance gaming PCs Book DescriptionAre you a software developer, systems designer, or computer architecture student looking for a methodical introduction to digital device architectures but overwhelmed by their complexity? This book will help you to learn how modern computer systems work, from the lowest level of transistor switching to the macro view of collaborating multiprocessor servers. You'll gain unique insights into the internal behavior of processors that execute the code developed in high-level languages and enable you to design more efficient and scalable software systems. The book will teach you the fundamentals of computer systems including transistors, logic gates, sequential logic, and instruction operations. You will learn details of modern processor architectures and instruction sets including x86, x64, ARM, and RISC-V. You will see how to implement a RISC-V processor in a low-cost FPGA board and how to write a quantum computing program and run it on an actual quantum computer. By the end of this book, you will have a thorough understanding of modern processor and computer architectures and the future directions these architectures are likely to take.What you will learn Get to grips with transistor technology and digital circuit principles Discover the functional elements of computer processors Understand pipelining and superscalar execution Work with floating-point data formats Understand the purpose and operation of the supervisor mode Implement a complete RISC-V processor in a low-cost FPGA Explore the techniques used in virtual machine implementation Write a quantum computing program and run it on a quantum computer Who this book is for This book is for software developers, computer engineering students, system designers, reverse engineers, and anyone looking to understand the architecture and design principles underlying modern computer systems from tiny embedded devices to warehouse-size cloud server farms. A general understanding of computer processors is helpful but not required.

Author:
Publisher:
ISBN:
Category : Automatic test equipment
Languages : en
Pages : 772

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Author: Ying Zhang
Publisher: Springer Science & Business Media
ISBN: 3642273262
Category : Technology & Engineering
Languages : en
Pages : 738

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Book Description
This volume contains revised and extended research articles written by prominent researchers participating in the ICF4C 2011 conference. 2011 International Conference on Future Communication, Computing, Control and Management (ICF4C 2011) has been held on December 16-17, 2011, Phuket, Thailand. Topics covered include intelligent computing, network management, wireless networks, telecommunication, power engineering, control engineering, Signal and Image Processing, Machine Learning, Control Systems and Applications, The book will offer the states of arts of tremendous advances in Computing, Communication, Control, and Management and also serve as an excellent reference work for researchers and graduate students working on Computing, Communication, Control, and Management Research.