The Parallel Brain

The Parallel Brain PDF

Author: Eran Zaidel

Publisher: MIT Press

Published: 2003

Total Pages: 582

ISBN-13: 9780262240444

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An overview of the central role in cognitive neuroscience of the corpus callosum, the bands of tissue connecting the brain's two hemispheres.

Networks of the Brain

Networks of the Brain PDF

Author: Olaf Sporns

Publisher: MIT Press

Published: 2016-02-12

Total Pages: 433

ISBN-13: 0262528983

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An integrative overview of network approaches to neuroscience explores the origins of brain complexity and the link between brain structure and function. Over the last decade, the study of complex networks has expanded across diverse scientific fields. Increasingly, science is concerned with the structure, behavior, and evolution of complex systems ranging from cells to ecosystems. In Networks of the Brain, Olaf Sporns describes how the integrative nature of brain function can be illuminated from a complex network perspective. Highlighting the many emerging points of contact between neuroscience and network science, the book serves to introduce network theory to neuroscientists and neuroscience to those working on theoretical network models. Sporns emphasizes how networks connect levels of organization in the brain and how they link structure to function, offering an informal and nonmathematical treatment of the subject. Networks of the Brain provides a synthesis of the sciences of complex networks and the brain that will be an essential foundation for future research.

Parallel Models of Associative Memory

Parallel Models of Associative Memory PDF

Author: Geoffrey E. Hinton

Publisher: Psychology Press

Published: 2014-02-25

Total Pages: 378

ISBN-13: 1317785207

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This update of the 1981 classic on neural networks includes new commentaries by the authors that show how the original ideas are related to subsequent developments. As researchers continue to uncover ways of applying the complex information processing abilities of neural networks, they give these models an exciting future which may well involve revolutionary developments in understanding the brain and the mind -- developments that may allow researchers to build adaptive intelligent machines. The original chapters show where the ideas came from and the new commentaries show where they are going.

Parallel Distributed Processing

Parallel Distributed Processing PDF

Author: David E. Rumelhart

Publisher:

Published: 1986

Total Pages: 0

ISBN-13:

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What makes people smarter than computers? These volumes by a pioneering neurocomputing group suggest that the answer lies in the massively parallel architecture of the human mind. They describe a new theory of cognition called connectionism that is challenging the idea of symbolic computation that has traditionally been at the center of debate in theoretical discussions about the mind. The authors' theory assumes the mind is composed of a great number of elementary units connected in a neural network. Mental processes are interactions between these units which excite and inhibit each other in parallel rather than sequential operations. In this context, knowledge can no longer be thought of as stored in localized structures; instead, it consists of the connections between pairs of units that are distributed throughout the network. Volume 1 lays the foundations of this exciting theory of parallel distributed processing, while Volume 2 applies it to a number of specific issues in cognitive science and neuroscience, with chapters describing models of aspects of perception, memory, language, and thought.

Concepts in the Brain

Concepts in the Brain PDF

Author: David Kemmerer

Publisher: Oxford University Press

Published: 2019-02-21

Total Pages: 352

ISBN-13: 0190682639

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For most native speakers of English, the meanings of ordinary words like "blue," "cup," "stumble," and "carve" seem quite natural and self-evident. It turns out, however, that they are far from universal, as shown by recent research in the discipline known as semantic typology. To be sure, the roughly 6,500 languages around the world do have many similarities in the sorts of concepts they encode. But they also vary greatly in numerous ways, such as how they partition particular conceptual domains, how they map those domains onto syntactic categories, which distinctions they force speakers to habitually attend to, and how deeply they weave certain notions into the fabric of their grammar. Although these insights from semantic typology have had a major impact on the field of psycholinguistics, they have been mostly neglected by the branch of cognitive neuroscience that studies how concepts are represented, organized, and processed in our brains. In Concepts in the Brain, David Kemmerer exposes this oversight and demonstrates its significance. He argues that as research on the neural substrates of semantic knowledge moves forward, it should, to the extent possible, expand its purview to embrace the broad spectrum of cross-linguistic variation in the lexical and grammatical representation of meaning. Otherwise, it will never be able to achieve a truly comprehensive, pan-human account of the cortical underpinnings of concepts. Richly illustrated and written in an accessible interdisciplinary style, the book begins by elaborating the different perspectives on concepts that currently exist in the parallel fields of semantic typology and cognitive neuroscience. It then shows how a synthesis of these approaches can lead to a more unified and inclusive understanding of several domains of concrete meaning--specifically, objects, actions, and spatial relations. Finally, it explores a number of intriguing and controversial issues involving the interplay between language, cognition, and consciousness.

A Thousand Brains

A Thousand Brains PDF

Author: Jeff Hawkins

Publisher: Basic Books

Published: 2021-03-02

Total Pages: 251

ISBN-13: 1541675800

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A bestselling author, neuroscientist, and computer engineer unveils a theory of intelligence that will revolutionize our understanding of the brain and the future of AI. For all of neuroscience's advances, we've made little progress on its biggest question: How do simple cells in the brain create intelligence? Jeff Hawkins and his team discovered that the brain uses maplike structures to build a model of the world—not just one model, but hundreds of thousands of models of everything we know. This discovery allows Hawkins to answer important questions about how we perceive the world, why we have a sense of self, and the origin of high-level thought. A Thousand Brains heralds a revolution in the understanding of intelligence. It is a big-think book, in every sense of the word. One of the Financial Times' Best Books of 2021 One of Bill Gates' Five Favorite Books of 2021

Analysis of Parallel Spike Trains

Analysis of Parallel Spike Trains PDF

Author: Sonja Grün

Publisher: Springer Science & Business Media

Published: 2010-08-18

Total Pages: 447

ISBN-13: 1441956751

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Solid and transparent data analysis is the most important basis for reliable interpretation of experiments. The technique of parallel spike train recordings using multi-electrode arrangements has been available for many decades now, but only recently gained wide popularity among electro physiologists. Many traditional analysis methods are based on firing rates obtained by trial-averaging, and some of the assumptions for such procedures to work can be ignored without serious consequences. The situation is different for correlation analysis, the result of which may be considerably distorted if certain critical assumptions are violated. The focus of this book is on concepts and methods of correlation analysis (synchrony, patterns, rate covariance), combined with a solid introduction into approaches for single spike trains, which represent the basis of correlations analysis. The book also emphasizes pitfalls and potential wrong interpretations of data due to violations of critical assumptions.

Your Brain at Work

Your Brain at Work PDF

Author: David Rock

Publisher: Harper Collins

Published: 2009-10-06

Total Pages: 304

ISBN-13: 0061943541

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In Your Brain at Work, David Rock takes readers inside the heads—literally—of a modern two-career couple as they mentally process their workday to reveal how we can better organize, prioritize, remember, and process our daily lives. Rock, the author of Quiet Leadership and Personal Best, shows how it’s possible for this couple, and thus the reader, not only to survive in today’s overwhelming work environment but succeed in it—and still feel energized and accomplished at the end of the day.

Buddha's Brain

Buddha's Brain PDF

Author: Rick Hanson

Publisher: ReadHowYouWant.com

Published: 2011-07-13

Total Pages: 350

ISBN-13: 1459624157

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Jesus, Moses, Mohammed, Gandhi, and the Buddha all had brains built essentially like anyone else's, yet they were able to harness their thoughts and shape their patterns of thinking in ways that changed history. With new breakthroughs in modern neuroscience and the wisdom of thousands of years of contemplative practice, it is possible for us to shape our own thoughts in a similar way for greater happiness, love, compassion, and wisdom. Buddha's Brain joins the forces of modern neuroscience with ancient contemplative teachings to show readers how they can work toward greater emotional well-being, healthier relationships, more effective actions, and deepened religious and spiritual understanding. This book will explain how the core elements of both psychological well-being and religious or spiritual life-virtue, mindfulness, and wisdom--are based in the core functions of the brain: regulating, learning, and valuing. Readers will also learn practical ways to apply this information, as the book offers many exercises they can do to tap the unused potential of the brain and rewire it over time for greater peace and well-being.

The Extended Mind

The Extended Mind PDF

Author: Richard Menary

Publisher: MIT Press

Published: 2010

Total Pages: 391

ISBN-13: 0262014033

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Leading scholars respond to the famous proposition by Andy Clark and David Chalmers that cognition and mind are not located exclusively in the head.