Self-Organizing Maps

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

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.

Map of Desire

Map of Desire PDF Author: Fu-Ding Cheng
Publisher:
ISBN: 9781939116918
Category : Body, Mind & Spirit
Languages : en
Pages : 166

Book Description
Map of Desire is an elegant, innovative, and powerful blueprint for self-fulfillment. Through the power of pictures, it reveals inner landscapes. By seeing the topography of our own psyche, we can then identify, locate and (with the aid of transformative Practices), conquer those inner demons that typically sabotage our best efforts. Furthermore, as with all maps, we can see clear paths towards our true destinations all the way to personal freedom. Thanks to Fu-Ding Cheng's background in art and architecture, the "maps" are expertly designed, beautifully illustrated, and wonderfully instructive. Based on timeless wisdom traditions East and West, and informed by his own breakthrough awakening with world renowned shaman don Miguel Ruiz, the writing is as clear as it is authoritative, the practices effective as they are timely. With bold promise and sense of adventure, this book invites you to a journey rich and rewarding. "Fu-Ding is a nagual, a Master...Study these maps, follow the guidance, and you will find yourself enjoying your journey towards self-fulfillment." --don Miguel Ruiz Fu-Ding Cheng began his career as an architect, but has dedicated the past three decades to books, films, and spirituality. Since life-changing experiences with shaman, don Miguel Ruiz, he has been devoted to distilling the highest wisdoms into practical pathways to personal freedom for everyone. For more on his work, please visit www.fudingcheng.com or facebook.com/MapofDesire.

Map of the Soul - Shadow

Map of the Soul - Shadow PDF Author: Murray Stein
Publisher:
ISBN: 9781630518004
Category : Psychology
Languages : en
Pages : 140

Book Description
In this second book in the series, Map of the Soul - Shadow: Our Hidden Self, Dr. Murray Stein explores the dark recesses of our psyche, as well as the shadow images in BTS' latest songs in their album Map of the Soul: 7. The Korean Pop band, BTS, has been taking the world by storm with a series of albums inspired from Dr. Stein's concepts titled Map of the Soul. Dr. Stein has joined them in expressing these same Jungian themes in a companion book series. The landscape of the soul has many contours and some hidden regions. This book speaks about obscure, typically unacknowledged aspects of the psyche. The shadow may appear initially like an unwanted intruder but those who become acquainted with their shadow discover it to be a vast storehouse of treasures and resources on the journey of self-discovery. Whereas the persona is the part of your personality that is revealed to others, the shadow is the part of your personality that is concealed from others and ourselves. The shadow often declares itself through sudden, often brutal reversals. At the collective level, the shadow proves capable of magnetizing people in the same direction, often with very destructive results. The person intent on living a more full, authentic life will be well served by becoming acquainted with the shadow. Dr. Stein and the collaborators, Sarah Stein, Steven Buser, and Leonard Cruz, are deeply indebted to BTS, whose world-wide popularity points to their remarkable ability to tap into universal themes that dwell in the collective domain. BTS' music inspired this work and we hope this work will inspire others to explore the deep recesses of their inner life. Table of Contents -Introduction -BTS' Interlude: Shadow: A Psychological Reflection -A Review of the Map of the Soul -Chapter 1: Murray Stein on Shadow -Chapter 2: The Shadow and the Problem of Violence -Chapter 3: "Criminals" The Shadow Bearers of Society -Chapter 4: Heal Yourself, Heal the World -References -About the Contributors

A Map of Selves

A Map of Selves PDF Author: N.M.L. Nathan
Publisher: Routledge
ISBN: 1000583244
Category : Philosophy
Languages : en
Pages : 122

Book Description
A Map of Selves defines a concept of selfhood, radically different from the Cartesian, neo-Humean, materialist and animalist concepts which now dominate analytical philosophy of mind. A self, as this book defines it, is an enduring substance with a quality which is its constant possession, which it does not share with any other substance, and which is often remembered by it as its own. The author maintains that we are selves as so defined. He criticises the panpsychist theory that material objects are composed of selves analogous to ours, and argues, further, for the existence of at least one transcendent self, whose activity explains both our own existence and the existence of the natural world. He ends by considering whether things would be worse for us if selves as the book defines them did not exist, and we were, as some philosophers suppose we are, just brains, or sequences of mental events, or hylemorphic structures, or subjects which last no longer than the specious present. Nathan’s carefully argued and original book will be of interest to researchers in metaphysics and philosophical psychology, and to their students.

Mapping Our Selves

Mapping Our Selves PDF Author: Helen M. Buss
Publisher: McGill-Queen's Press - MQUP
ISBN: 0773509755
Category : Autobiography
Languages : en
Pages : 249

Book Description
Considering a broad range of Canadian women's autobiographical works, including memoirs, journals, and conventional autobiography as well as experiments in blending a number of writing genres, Buss (English, U. of Calgary) explores the way in which these diverse forms allow the expression of women's experience of their identities. Annotation copyright by Book News, Inc., Portland, OR

Mapping the Self

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

Book Description


A Map to the Door of No Return

A Map to the Door of No Return PDF Author: Dionne Brand
Publisher: Vintage Canada
ISBN: 038567483X
Category : Biography & Autobiography
Languages : en
Pages : 241

Book Description
A Map to the Door of No Return is a timely book that explores the relevance and nature of identity and belonging in a culturally diverse and rapidly changing world. It is an insightful, sensitive and poetic book of discovery. Drawing on cartography, travels, narratives of childhood in the Caribbean, journeys across the Canadian landscape, African ancestry, histories, politics, philosophies and literature, Dionne Brand sketches the shifting borders of home and nation, the connection to place in Canada and the world beyond. The title, A Map to the Door of No Return, refers to both a place in imagination and a point in history—the Middle Passage. The quest for identity and place has profound meaning and resonance in an age of heterogenous identities. In this exquisitely written and thought-provoking new work, Dionne Brand creates a map of her own art.

This Is Not an Atlas

This Is Not an Atlas PDF Author: kollektiv orangotango
Publisher: transcript Verlag
ISBN: 3839445191
Category : Social Science
Languages : en
Pages : 354

Book Description
This Is Not an Atlas gathers more than 40 counter-cartographies from all over the world. This collection shows how maps are created and transformed as a part of political struggle, for critical research or in art and education: from indigenous territories in the Amazon to the anti-eviction movement in San Francisco; from defending commons in Mexico to mapping refugee camps with balloons in Lebanon; from slums in Nairobi to squats in Berlin; from supporting communities in the Philippines to reporting sexual harassment in Cairo. This Is Not an Atlas seeks to inspire, to document the underrepresented, and to be a useful companion when becoming a counter-cartographer yourself.

Self-organizing Map Formation

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

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

The Alter Ego Effect

The Alter Ego Effect PDF Author: Todd Herman
Publisher: HarperCollins
ISBN: 0062838679
Category : Business & Economics
Languages : en
Pages : 289

Book Description
Now a Wall Street Journal bestseller. What if the games we played as children were the greatest gift to helping us achieve more today? Before stage fright, impostor syndrome, emotional baggage, and the other dubious gifts of adulthood, everyone pretended to be a superhero, a favorite athlete, an inspiring entertainer, a nurse, a firefighter, a lion, or whatever else captured our imaginations. And yet, that natural creativity is slowly squeezed out of us because we think it’s childish or it’s “time to grow up.” Now Todd Herman—backed by scientific research and countless stories from the real world—will show us how to tap into the human imagination to unleash new versions of ourselves, ready-made to kick ass. Herman has been coaching champions in every field for over twenty years, and he’s helped them bring out their Heroic Self to transcend the forces pulling them into the Ordinary World. Anyone attempting ambitious things faces adversity, resistance, and challenges, but Herman confronts these obstacles with a question: Who or what needs to show up to make success inevitable? In The Alter Ego Effect, Herman presents countless stories from salespeople, executives, entertainers, athletes, entrepreneurs, creatives, and historical figures to illustrate how to activate the Heroic Self already nested inside each of us. And he reveals that we may not be using those traits in the moments when we need them the most. From the creative entrepreneur who resisted their craft, to the accomplished military officer who wanted to be a warmer dad at home, Todd Herman’s clients have discovered there is no end to the parts of their lives they could improve by using Alter Egos.