Self-Organizing Maps

Self-Organizing Maps PDF Author: Teuvo Kohonen
Publisher: Springer Science & Business Media
ISBN: 3642976107
Category : Science
Languages : en
Pages : 372

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Book Description
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-Organizing Maps

Self-Organizing Maps PDF Author: Teuvo Kohonen
Publisher: Springer Science & Business Media
ISBN: 3642976107
Category : Science
Languages : en
Pages : 372

Get Book Here

Book Description
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

Self Mapping PDF Author: Brian Mayne
Publisher: Watkins Publishing
ISBN: 9781906787110
Category : Self-actualization (Psychology)
Languages : en
Pages : 0

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Book Description
Self-awareness, self-belief, self-esteem, self-acceptance, self-love, self-renewal: how would you like to transform your "self"? Self-help guru Brian Mayne guides readers on an inward journey of personal discovery that will lead them to greater fulfillment and confidence. The results are amazing, yet his method is beautifully simple: Mayne explains how to create a "Self Map" that activates the whole brain and serves as a reminder of the person you'd like to become. This map literally acts like a subconscious command, and stimulates you to act upon your desires; by regularly meditating on it you can integrate your "low-self ego" with your "High-Self spirit" to become your authentic, natural True Self. - Mayne's earlier book,Goal Mapping(Duncan Baird, 2006), has become an international success with multiple printings and translations into several foreign languages - This book has the power to transform lives by showing you how to integrate thoughts, feelings, and actions and become your True Self - Because of their simplicity, depth, and effectiveness, self-mapping workshops are popular with both the general public as well as with large multinationalsincluding Microsoft and Siemens

Mapping the Self

Mapping the Self PDF Author: Frédéric Regard
Publisher: Université de Saint-Etienne
ISBN: 9782862722696
Category : Authors, English
Languages : en
Pages : 404

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Book Description


Psychogeography

Psychogeography PDF Author: Will Self
Publisher: A&C Black
ISBN: 1408837331
Category : Travel
Languages : en
Pages : 341

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Book Description
Provocateurs Will Self and Ralph Steadman join forces in this post-millennial meditation on the vexed relationship between psyche and place in a globalised world, bringing together for the first time the very best of their 'Psychogeography' columns for the Independent. The introduction, 'Walking to New York', is both a prelude to the verbal and visual essays that make up this extraordinary collaboration, and a revealing exploration of the split in Self's Jewish-American-British psyche and its relationship to the political geography of the post-9/11 world. Ranging from the Scottish Highlands to Istanbul and from Morocco to Ohio, Will Self's engaging and disturbing vision is perfectly counter-pointed by Ralph Steadman's edgy and beautiful artwork.

Mapping Kurdistan

Mapping Kurdistan PDF Author: Zeynep N. Kaya
Publisher: Cambridge University Press
ISBN: 1108601685
Category : History
Languages : en
Pages : 243

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Book Description
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.

Self-organizing Map Formation

Self-organizing Map Formation PDF Author: Klaus Obermayer
Publisher: MIT Press
ISBN: 9780262650601
Category : Computers
Languages : en
Pages : 472

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Book Description
This book provides an overview of self-organizing map formation, including recent developments. Self-organizing maps form a branch of unsupervised learning, which is the study of what can be determined about the statistical properties of input data without explicit feedback from a teacher. The articles are drawn from the journal Neural Computation.The book consists of five sections. The first section looks at attempts to model the organization of cortical maps and at the theory and applications of the related artificial neural network algorithms. The second section analyzes topographic maps and their formation via objective functions. The third section discusses cortical maps of stimulus features. The fourth section discusses self-organizing maps for unsupervised data analysis. The fifth section discusses extensions of self-organizing maps, including two surprising applications of mapping algorithms to standard computer science problems: combinatorial optimization and sorting. Contributors J. J. Atick, H. G. Barrow, H. U. Bauer, C. M. Bishop, H. J. Bray, J. Bruske, J. M. L. Budd, M. Budinich, V. Cherkassky, J. Cowan, R. Durbin, E. Erwin, G. J. Goodhill, T. Graepel, D. Grier, S. Kaski, T. Kohonen, H. Lappalainen, Z. Li, J. Lin, R. Linsker, S. P. Luttrell, D. J. C. MacKay, K. D. Miller, G. Mitchison, F. Mulier, K. Obermayer, C. Piepenbrock, H. Ritter, K. Schulten, T. J. Sejnowski, S. Smirnakis, G. Sommer, M. Svensen, R. Szeliski, A. Utsugi, C. K. I. Williams, L. Wiskott, L. Xu, A. Yuille, J. Zhang

Sensible Self-help

Sensible Self-help PDF Author: David Grudermeyer
Publisher:
ISBN: 9780964864801
Category : Psychology
Languages : en
Pages : 510

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Book Description
Sometimes it seems that the only way to travel the healing journey is by stumbling. Like blindfolded hikers searching for a spot rumored to be beautiful beyond imagining, we surge forward, wander off the path, run up box canyons, and backtrack. That was the only way we knew. Until now ...

The Culture Map

The Culture Map PDF Author: Erin Meyer
Publisher: PublicAffairs
ISBN: 1610392590
Category : Business & Economics
Languages : en
Pages : 289

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Book Description
An international business expert helps you understand and navigate cultural differences in this insightful and practical guide, perfect for both your work and personal life. Americans precede anything negative with three nice comments; French, Dutch, Israelis, and Germans get straight to the point; Latin Americans and Asians are steeped in hierarchy; Scandinavians think the best boss is just one of the crowd. It's no surprise that when they try and talk to each other, chaos breaks out. In The Culture Map, INSEAD professor Erin Meyer is your guide through this subtle, sometimes treacherous terrain in which people from starkly different backgrounds are expected to work harmoniously together. She provides a field-tested model for decoding how cultural differences impact international business, and combines a smart analytical framework with practical, actionable advice.

The Self-Esteem Map

The Self-Esteem Map PDF Author: Martin Ross
Publisher:
ISBN:
Category :
Languages : en
Pages : 196

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Book Description
"The Self-Esteem Map" is one of the most powerful tools you might have seen which would help you explore or roam around the realm of the human soul and learn some practical tips that can help you transform your everyday life. Anyway, I am going to experiment with your feelings, by asking you many questions. After reading the book, you will get to know of many aspects about yourself that were hitherto unknown even to you. I think it is a new perspective with which to see the world, to view our own feelings ... a way to know a little more about ourselves.*Cited by more than 100 university researches on issues of personality, self-esteem, leadership, self-knowledge and interpersonal relations

Self Mapping

Self Mapping PDF Author: Brian Mayne
Publisher: Watkins Publishing
ISBN: 9781906787004
Category : Self-acceptance
Languages : en
Pages : 0

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Book Description
This book has the power to transform lives by showing you how to integrate thoughts, feelings, and actions and become your True Self.