Robert Kozma – författare

Artificial Intelligence in the Age of Neural Networks and Brain Computing demonstrates that existing disruptive implications and applications of AI is a development of the unique attributes of neural networks, mainly machine learning, distributed architectures, massive parallel processing, black-box inference, intrinsic nonlinearity and smart autonomous search engines. The book covers the major basic ideas of brain-like computing behind AI, provides a framework to deep learning, and launches novel and intriguing paradigms as future alternatives. The success of AI-based commercial products proposed by top industry leaders, such as Google, IBM, Microsoft, Intel and Amazon can be interpreted using this book.

Artificial Intelligence in the Age of Neural Networks and Brain Computing, Second Edition demonstrates that present disruptive implications and applications of AI is a development of the unique attributes of neural networks, mainly machine learning, distributed architectures, massive parallel processing, black-box inference, intrinsic nonlinearity, and smart autonomous search engines. The book covers the major basic ideas of "brain-like computing" behind AI, provides a framework to deep learning, and launches novel and intriguing paradigms as possible future alternatives.

The present success of AI-based commercial products proposed by top industry leaders, such as Google, IBM, Microsoft, Intel, and Amazon, can be interpreted using the perspective presented in this book by viewing the co-existence of a successful synergism among what is referred to as computational intelligence, natural intelligence, brain computing, and neural engineering. The new edition has been updated to include major new advances in the field, including many new chapters.

“This book is a must read for all with an interest in the future of design.” —Jim Spohrer, PhD, Retired Industry executive, International Society of Service Innovation Professionals

“The world is in need of better design, and Kozma’s book shows us how to get there.” —Mark Guzdial, Director, Program in Computing for the Arts and Sciences, College of Literature, Science, and the Arts, Professor of Electrical Engineering and Computer Science, College of Engineering, University of Michigan

Design services, products, experiences, and places that transform the world for the better

Make the World a Better Place: Design with Passion, Purpose, and Values presents an insightful and hands-on discussion of design as a profoundly human activity and challenges us all to use design to transform the world for the better. The book explains how and why the design industry lost its way, and how to re-ignite the idealism that once made it a force for good.

Make the World a Better Place describes a set of moral principles, based on our shared humanity, that can be used to create “good” designs: designs that reduce harm, increase well-being, advance knowledge, promote equality, address injustice, and build supportive, compassionate relationships and communities.

Dr. Kozma applies philosophy, psychology, sociology, and history to the world of design, including:

“This book is a must read for all with an interest in the future of design.” —Jim Spohrer, PhD, Retired Industry executive, International Society of Service Innovation Professionals

“The world is in need of better design, and Kozma’s book shows us how to get there.” —Mark Guzdial, Director, Program in Computing for the Arts and Sciences, College of Literature, Science, and the Arts, Professor of Electrical Engineering and Computer Science, College of Engineering, University of Michigan

Design services, products, experiences, and places that transform the world for the better

Make the World a Better Place: Design with Passion, Purpose, and Values presents an insightful and hands-on discussion of design as a profoundly human activity and challenges us all to use design to transform the world for the better. The book explains how and why the design industry lost its way, and how to re-ignite the idealism that once made it a force for good.

Make the World a Better Place describes a set of moral principles, based on our shared humanity, that can be used to create “good” designs: designs that reduce harm, increase well-being, advance knowledge, promote equality, address injustice, and build supportive, compassionate relationships and communities.

Dr. Kozma applies philosophy, psychology, sociology, and history to the world of design, including:

This intriguing book was born out of the many discussions the authors had in the past 10 years about the role of scale-free structure and dynamics in producing intelligent behavior in brains. The microscopic dynamics of neural networks is well described by the prevailing paradigm based in a narrow interpretation of the neuron doctrine. This book broadens the doctrine by incorporating the dynamics of neural fields, as first revealed by modeling with differential equations (K-sets).  The book broadens that approach by application of random graph theory (neuropercolation). The book concludes with diverse commentaries that exemplify the wide range of mathematical/conceptual approaches to neural fields. This book is intended for researchers, postdocs, and graduate students, who see the limitations of network theory and seek a beachhead from which to embark on mesoscopic and macroscopic neurodynamics.