Self Mapping
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Self Organizing Maps
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Author : Teuvo Kohonen
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-12-06
Self Organizing Maps written by Teuvo Kohonen and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-12-06 with Science categories.
The book we have at hand is the fourth monograph I wrote for Springer Verlag. The previous one named "Self-Organization and Associative Mem ory" (Springer Series in Information Sciences, Volume 8) came out in 1984. Since then the self-organizing neural-network algorithms called SOM and LVQ have become very popular, as can be seen from the many works re viewed in Chap. 9. The new results obtained in the past ten years or so have warranted a new monograph. Over these years I have also answered lots of questions; they have influenced the contents of the present book. I hope it would be of some interest and help to the readers if I now first very briefly describe the various phases that led to my present SOM research, and the reasons underlying each new step. I became interested in neural networks around 1960, but could not in terrupt my graduate studies in physics. After I was appointed Professor of Electronics in 1965, it still took some years to organize teaching at the uni versity. In 1968 - 69 I was on leave at the University of Washington, and D. Gabor had just published his convolution-correlation model of autoasso ciative memory. I noticed immediately that there was something not quite right about it: the capacity was very poor and the inherent noise and crosstalk were intolerable. In 1970 I therefore sugge~ted the auto associative correlation matrix memory model, at the same time as J.A. Anderson and K. Nakano.
Self Mapping
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Author : Brian Mayne
language : en
Publisher: Watkins Media Limited
Release Date : 2020-01-14
Self Mapping written by Brian Mayne and has been published by Watkins Media Limited this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-01-14 with Self-Help categories.
Created by the hugely successful teacher Brian Mayne, Self Mapping uses a combination of words and images to create a Self Map. Connecting the left brain and the right brain, this unique technique will help anyone to discover their true potential. Self Mapping will take you on a journey of Self discovery, through the stages of Self Awareness, Self Belief, Self Image, Self Esteem, Self Acceptance, Self Love, Self Actualization, Self Integration and Self Renewal. Each of these stages are covered in individual chapters, and steps for creating your Self Map are given at the end of each chapter. The system is designed to help you become the best you, in outlook, attitude and actions. As you work through the book you will create your own Self Map, using the template provided along with a combination of words and images. Creating your Self Map can happen in a single hour-long session, or be spread over many sessions and several days. Once completed it serves both as a conscious reminder about who you choose to become and a subconscious command to make it happen. By regularly meditating on your Self Map you can integrate your Low-self ego with your High-Self spirit to become your True Self; your natural and authentic self, or to put it simply, be yourself.
Mapping Kurdistan
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Author : Zeynep N. Kaya
language : en
Publisher: Cambridge University Press
Release Date : 2020-06-25
Mapping Kurdistan written by Zeynep N. Kaya and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-06-25 with History categories.
Since the early twentieth-century, Kurds have challenged the borders and national identities of the states they inhabit. Nowhere is this more evident than in their promotion of the 'Map of Greater Kurdistan', an ideal of a unified Kurdish homeland in an ethnically and geographically complex region. This powerful image is embedded in the consciousness of the Kurdish people, both within the region and, perhaps even more strongly, in the diaspora. Addressing the lack of rigorous research and analysis of Kurdish politics from an international perspective, Zeynep Kaya focuses on self-determination, territorial identity and international norms to suggest how these imaginations of homelands have been socially, politically and historically constructed (much like the state territories the Kurds inhabit), as opposed to their perception of being natural, perennial or intrinsic. Adopting a non-political approach to notions of nationhood and territoriality, Mapping Kurdistan is a systematic examination of the international processes that have enabled a wide range of actors to imagine and create the cartographic image of greater Kurdistan that is in use today.
The Cognitive Life Of Maps
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Author : Roberto Casati
language : en
Publisher: MIT Press
Release Date : 2024-05-14
The Cognitive Life Of Maps written by Roberto Casati and has been published by MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-05-14 with Science categories.
The “mapness of maps”—how maps live in interaction with their users, and what this tells us about what they are and how they work. In a sense, maps are temporarily alive for those who design, draw, and use them. They have, for the moment, a cognitive life. To grapple with what this means—to ask how maps can be alive, and what kind of life they have—is to explore the core question of what maps are. And this is what Roberto Casati does in The Cognitive Life of Maps, in the process assembling the conceptual tools for understanding why maps have the power they have, why they are so widely used, and how we use (and misuse) them. Drawing on insights from cognitive science and philosophy of mind, Casati considers the main claims around what maps are and how they work—their specific syntax, peculiar semantics, and pragmatics. He proposes a series of steps that can lead to a precise theory of maps, one that reveals what maps have in common with diagrams, pictures, and texts, and what makes them different. This minimal theory of maps helps us to see maps nested in many cognitive artifacts—clock faces, musical notation, writing, calendars, and numerical series, for instance. It also allows us to tackle the issue of the territorialization of maps—to show how maps can be used to draw specific spatial inferences about territories. From the mechanics of maps used for navigation to the differences and similarities between maps and pictures and models, Casati's ambitious work is a cognitive map in its own right, charting the way to a new understanding of what maps mean.
Consciousness Life And The Universe
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Author : Xue Fan
language : en
Publisher: Taylor & Francis
Release Date : 2024-02-20
Consciousness Life And The Universe written by Xue Fan and has been published by Taylor & Francis this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-02-20 with Philosophy categories.
What is consciousness? What is life? What is the universe? This book explores these three interconnected questions, providing deep insights into the past, present and future of consciousness research. Consciousness, Life and the Universe builds a unified view of consciousness across biological, chemical and physical scales, tracing the natural connections from the infinitesimally small to the infinitely big; from quantum fields and elementary particles to molecules, cells and living organisms to the cosmos; from the evolution of life to the evolution of the universe and to the future of humanity. The book provides a unified framework for future consciousness studies and identifies the scientific and technological approaches that are essential for further understanding consciousness. Through this pioneering research approach, the book clearly redefines consciousness and life and conceives a plausible view of the origin and nature of the universe. This is a must-read for students and researchers in consciousness studies, cognitive psychology, cognitive science and neuroscience, as well as anyone interested in the biological and physical basis of consciousness and the history and evolution of consciousness research.
Ubicomp 2005 Ubiquitous Computing
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Author : Michael Beigl
language : en
Publisher: Springer
Release Date : 2005-08-25
Ubicomp 2005 Ubiquitous Computing written by Michael Beigl and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005-08-25 with Computers categories.
Autonomous Indoor Localization Using Unsupervised Wi Fi Fingerprinting
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Author : Yaqian Xu
language : en
Publisher: kassel university press GmbH
Release Date : 2016-01-01
Autonomous Indoor Localization Using Unsupervised Wi Fi Fingerprinting written by Yaqian Xu and has been published by kassel university press GmbH this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-01-01 with categories.
Indoor localization is a research domain that aims to locate mobile devices or users in the indoor environments. More and more research has investigated to acquire the location information based upon existing Wi-Fi infrastructure. A technique of using current Wi-Fi data and a fingerprint database containing Wi-Fi fingerprints of desired locations for localization is known as Wi-Fi fingerprinting. Most current approaches for Wi-Fi fingerprinting depend on labor-intensive and time-consuming site surveys by professional staff or users to generate a fingerprint database of desired locations. Moreover, these approaches are not satisfactory for long-term localization of mobile devices in practice due to the costly and continuous update of the fingerprint database. In this thesis, we propose an approach to the indoor localization problem, in which we combine the Wi-Fi fingerprinting technique and the place learning technique to learn and update the Wi-Fi fingerprints of significant locations in an unsupervised manner. Significant locations are locations a user spent at least for a while (e.g., 10 minutes) and are most important and highly frequented in people’s daily lives. The conventional approaches use labeled Wi-Fi data intentionally collected by professional staff or users and learn Wi-Fi fingerprints of desired locations. Instead, the proposed approach uses unlabeled Wi-Fi data collected in a user’s daily life and learns Wi-Fi fingerprints of significant locations related to user’s daily trajectory and activities. We implement an autonomous indoor localization system WHERE based on the proposed approach. The system can automatically learn and update Wi-Fi fingerprints of significant locations, and determine the location of the mobile device when it returns to the learned locations. Moreover, we evaluate various measures of performance, in term of the location accuracy, the computational time, the power consumption, the size of a fingerprint database, and the system reliability in a practical use. Performance evaluation shows that the proposed autonomous indoor localization system WHERE is a reliable system for efficient use – being very low-cost to set up and maintain, and showing satisfactory localization performance.
Selected Works Of Lipman Bers
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Author : Lipman Bers
language : en
Publisher: American Mathematical Soc.
Release Date : 1998
Selected Works Of Lipman Bers written by Lipman Bers and has been published by American Mathematical Soc. this book supported file pdf, txt, epub, kindle and other format this book has been release on 1998 with Mathematics categories.
Linearization Models For Complex Dynamical Systems
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Author : Mark Elin
language : en
Publisher: Springer Science & Business Media
Release Date : 2011-02-09
Linearization Models For Complex Dynamical Systems written by Mark Elin and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-02-09 with Mathematics categories.
Linearization models for discrete and continuous time dynamical systems are the driving forces for modern geometric function theory and composition operator theory on function spaces. This book focuses on a systematic survey and detailed treatment of linearization models for one-parameter semigroups, Schröder’s and Abel’s functional equations, and various classes of univalent functions which serve as intertwining mappings for nonlinear and linear semigroups. These topics are applicable to the study of problems in complex analysis, stochastic and evolution processes and approximation theory.
Deep Learning Through The Prism Of Tensors
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Author : Pradeep Singh
language : en
Publisher: Springer Nature
Release Date : 2025-01-02
Deep Learning Through The Prism Of Tensors written by Pradeep Singh and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-01-02 with Computers categories.
In the rapidly evolving field of artificial intelligence, this book serves as a crucial resource for understanding the mathematical foundations of AI. It explores the intricate world of tensors, the fundamental elements powering today's advanced deep learning models. Combining theoretical depth with practical insights, the text navigates the complex landscape of tensor calculus, guiding readers to master the principles and applications of tensors in AI. From the basics of tensor algebra and geometry to the sophisticated architectures of neural networks, including multi-layer perceptrons, convolutional, recurrent, and transformer models, this book provides a comprehensive examination of the mechanisms driving modern AI innovations. It delves into the specifics of autoencoders, generative models, and geometric interpretations, offering a fresh perspective on the complex, high-dimensional spaces traversed by deep learning technologies. Concluding with a forward-looking view, the book addresses the latest advancements and speculates on the future directions of AI research, preparing readers to contribute to or navigate the next wave of innovations in the field. Designed for academics, researchers, and industry professionals, it serves as both an essential textbook for graduate and postgraduate students and a valuable reference for experts in the field. With its rigorous approach to the mathematical frameworks of AI and a strong focus on practical applications, this book bridges the gap between theoretical research and real-world implementation, making it an indispensable guide in the realm of artificial intelligence.