Neurocomputational Poetics

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Neurocomputational Poetics

Author : Arthur Jacobs
Publisher : Anthem Press
ISBN 13 : 1839987715
Total Pages : 210 pages
Book Rating : 4.8/5 (399 download)

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Book Synopsis Neurocomputational Poetics by : Arthur Jacobs

Download or read book Neurocomputational Poetics written by Arthur Jacobs and published by Anthem Press. This book was released on 2023-11-14 with total page 210 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book introduces a new thrilling field –neurocomputional poetics, the scientific ‘marriage’ between cognitive poetics, data science and neuroscience. Its goal is to uncover the secrets of verbal art reception and to explain how readers come to understand and like literary texts. The book offers state-of-the-art computational models and methods allowing to predict which crucial textual features of prose and poetry, such as syntactic and semantic complexity or emotion potential, interact with reader features, such as empathy or openness to experience, in shaping a literary reading act with its neuronal, experiential and behavioural correlates. It contains hands-on practical examples on how to do computational text analyses of books and poems that can answer questions like: Which is Jane Austen’s most beautiful book? Which poet created the most fitting poetic metaphors? or Which author of plays of the nineteenth century was the most literary? The model and methods introduced in the book help explain what makes texts comprehensible and likeable and how they affect our body and mind. It offers game-changing insights for both fundamental and applied science that will affect standard metrics of readability and the way text processing and verbal art reception are viewed in literary studies, education, psychology or the media sciences and industry.

Plain Text

Author : Dennis Tenen
Publisher : Stanford University Press
ISBN 13 : 1503602346
Total Pages : 280 pages
Book Rating : 4.5/5 (36 download)

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Book Synopsis Plain Text by : Dennis Tenen

Download or read book Plain Text written by Dennis Tenen and published by Stanford University Press. This book was released on 2017-06-20 with total page 280 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book challenges the ways we read, write, store, and retrieve information in the digital age. Computers—from electronic books to smart phones—play an active role in our social lives. Our technological choices thus entail theoretical and political commitments. Dennis Tenen takes up today's strange enmeshing of humans, texts, and machines to argue that our most ingrained intuitions about texts are profoundly alienated from the physical contexts of their intellectual production. Drawing on a range of primary sources from both literary theory and software engineering, he makes a case for a more transparent practice of human–computer interaction. Plain Text is thus a rallying call, a frame of mind as much as a file format. It reminds us, ultimately, that our devices also encode specific modes of governance and control that must remain available to interpretation.

Neuroscience of Creativity

Author : Oshin Vartanian
Publisher : MIT Press
ISBN 13 : 0262314703
Total Pages : 331 pages
Book Rating : 4.2/5 (623 download)

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Book Synopsis Neuroscience of Creativity by : Oshin Vartanian

Download or read book Neuroscience of Creativity written by Oshin Vartanian and published by MIT Press. This book was released on 2013-08-30 with total page 331 pages. Available in PDF, EPUB and Kindle. Book excerpt: Experts describe current perspectives and experimental approaches to understanding the neural bases of creativity. This volume offers a comprehensive overview of the latest neuroscientific approaches to the scientific study of creativity. In chapters that progress logically from neurobiological fundamentals to systems neuroscience and neuroimaging, leading scholars describe the latest theoretical, genetic, structural, clinical, functional, and applied research on the neural bases of creativity. The treatment is both broad and in depth, offering a range of neuroscientific perspectives with detailed coverage by experts in each area. The contributors discuss such issues as the heritability of creativity; creativity in patients with brain damage, neurodegenerative conditions, and mental illness; clinical interventions and the relationship between psychopathology and creativity; neuroimaging studies of intelligence and creativity; the neuroscientific basis of creativity-enhancing methodologies; and the information-processing challenges of viewing visual art. Contributors Baptiste Barbot, Mathias Benedek, David Q. Beversdorf, Aaron P. Blaisdell, Margaret A. Boden, Dorret I. Boomsma, Adam S. Bristol, Shelley Carson, Marleen H. M. de Moor, Andreas Fink, Liane Gabora, Dennis Garlick, Elena L. Grigorenko, Richard J. Haier, Rex E. Jung, James C. Kaufman, Helmut Leder, Kenneth J. Leising, Bruce L. Miller, Apara Ranjan, Mark P. Roeling, W. David Stahlman, Mei Tan, Pablo P. L. Tinio, Oshin Vartanian, Indre V. Viskontas, Dahlia W. Zaidel

Expressive Minds and Artistic Creations

Author : Szilvia Csabi
Publisher : Oxford University Press
ISBN 13 : 0190672986
Total Pages : 400 pages
Book Rating : 4.1/5 (96 download)

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Book Synopsis Expressive Minds and Artistic Creations by : Szilvia Csabi

Download or read book Expressive Minds and Artistic Creations written by Szilvia Csabi and published by Oxford University Press. This book was released on 2018-01-02 with total page 400 pages. Available in PDF, EPUB and Kindle. Book excerpt: Expressive Minds and Artistic Creations: Studies in Cognitive Poetics presents multidisciplinary and interdisciplinary research papers describing new developments in the field of cognitive poetics. The articles examine the complex connections between cognition and poetics with special attention given to how people both create and interpret novel artistic works in a variety of expressive media, including literature, music, art, and multimodal artifacts. The authors have diverse disciplinary backgrounds, but all of them embrace theories and research findings from multiple perspectives, such as linguistics, psychology, literary studies, music, art, neuroscience, and media studies. Several authors explicitly discuss empirical and theoretical challenges in doing interdisciplinary work, which is often considered as essential to future progress in cognitive poetics. Scholars address many specific research questions in their articles, including most notably, the role of embodiment and simulation in human imagination, the importance of conceptual metaphors and conceptual blending processes in the creation and interpretation of literature, and the function of multiperspectivity in poetic and multimodal texts. Several new ideas are also advanced in the volume regarding the cognitive mechanisms responsible for artistic creations and understandings. The volume overall offers an expanded view of cognitive poetics research which situates the study of expressive minds within a broader range of personal, social, cultural and historical contexts. Among other leading researchers, many contributors are world-famous scholars of psychology, linguistics, and literature, including Raymond W. Gibbs, Jr., Zoltán Kövecses, and Reuven Tsur, whose defining papers also survey the roles and significance of conceptual mechanisms in literature.

Emergent Neural Computational Architectures Based on Neuroscience

Author : Stefan Wermter
Publisher : Springer
ISBN 13 : 3540445978
Total Pages : 582 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis Emergent Neural Computational Architectures Based on Neuroscience by : Stefan Wermter

Download or read book Emergent Neural Computational Architectures Based on Neuroscience written by Stefan Wermter and published by Springer. This book was released on 2003-05-15 with total page 582 pages. Available in PDF, EPUB and Kindle. Book excerpt: It is generally understood that the present approachs to computing do not have the performance, flexibility, and reliability of biological information processing systems. Although there is a comprehensive body of knowledge regarding how information processing occurs in the brain and central nervous system this has had little impact on mainstream computing so far. This book presents a broad spectrum of current research into biologically inspired computational systems and thus contributes towards developing new computational approaches based on neuroscience. The 39 revised full papers by leading researchers were carefully selected and reviewed for inclusion in this anthology. Besides an introductory overview by the volume editors, the book offers topical parts on modular organization and robustness, timing and synchronization, and learning and memory storage.

Neurocomputing

Author : James A. Anderson
Publisher : MIT Press
ISBN 13 : 0262510758
Total Pages : 762 pages
Book Rating : 4.2/5 (625 download)

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Book Synopsis Neurocomputing by : James A. Anderson

Download or read book Neurocomputing written by James A. Anderson and published by MIT Press. This book was released on 1993-08-26 with total page 762 pages. Available in PDF, EPUB and Kindle. Book excerpt: In bringing together seminal articles on the foundations of research, the first volume of Neurocomputing has become an established guide to the background of concepts employed in this burgeoning field. Neurocomputing 2 collects forty-one articles covering network architecture, neurobiological computation, statistics and pattern classification, and problems and applications that suggest important directions for the evolution of neurocomputing.James A. Anderson is Professor in the Department of Cognitive and Linguistic Sciences at Brown University. Andras Pellionisz is a Research Associate Professor in the Department of Physiology and Biophysics at New York Medical Center and a Senior National Research Council Associate to NASA. Edward Rosenfeld is editor and publisher of the newsletters Intelligence and Medical Intelligence.

The Cambridge Introduction to Eighteenth-Century Poetry

Author : John Sitter
Publisher : Cambridge University Press
ISBN 13 : 1139502468
Total Pages : pages
Book Rating : 4.1/5 (395 download)

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Book Synopsis The Cambridge Introduction to Eighteenth-Century Poetry by : John Sitter

Download or read book The Cambridge Introduction to Eighteenth-Century Poetry written by John Sitter and published by Cambridge University Press. This book was released on 2011-10-06 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: For readers daunted by the formal structures and rhetorical sophistication of eighteenth-century English poetry, this introduction by John Sitter brings the techniques and the major poets of the period 1700–1785 triumphantly to life. Sitter begins by offering a guide to poetic forms ranging from heroic couplets to blank verse, then demonstrates how skilfully male and female poets of the period used them as vehicles for imaginative experience, feelings and ideas. He then provides detailed analyses of individual works by poets from Finch, Swift and Pope, to Gray, Cowper and Barbauld. An approachable introduction to English poetry and major poets of the eighteenth century, this book provides a grounding in poetic analysis useful to students and general readers of literature.

Knowledge-based Neurocomputing

Author : Ian Cloete
Publisher : MIT Press
ISBN 13 : 9780262032742
Total Pages : 512 pages
Book Rating : 4.0/5 (327 download)

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Book Synopsis Knowledge-based Neurocomputing by : Ian Cloete

Download or read book Knowledge-based Neurocomputing written by Ian Cloete and published by MIT Press. This book was released on 2000 with total page 512 pages. Available in PDF, EPUB and Kindle. Book excerpt: Looking at ways to encode prior knowledge and to extract, refine, and revise knowledge within a neurocomputing system.Neurocomputing methods are loosely based on a model of the brain as a network of simple interconnected processing elements corresponding to neurons. These methods derive their power from the collective processing of artificial neurons, the chief advantage being that such systems can learn and adapt to a changing environment. In knowledge-based neurocomputing, the emphasis is on the use and representation of knowledge about an application. Explicit modeling of the knowledge represented by such a system remains a major research topic. The reason is that humans find it difficult to interpret the numeric representation of a neural network.The key assumption of knowledge-based neurocomputing is that knowledge is obtainable from, or can be represented by, a neurocomputing system in a form that humans can understand. That is, the knowledge embedded in the neurocomputing system can also be represented in a symbolic or well-structured form, such as Boolean functions, automata, rules, or other familiar ways. The focus of knowledge-based computing is on methods to encode prior knowledge and to extract, refine, and revise knowledge within a neurocomputing system.ContributorsC. Aldrich, J. Cervenka, I. Cloete, R.A. Cozzio, R. Drossu, J. Fletcher, C.L. Giles, F.S. Gouws, M. Hilario, M. Ishikawa, A. Lozowski, Z. Obradovic, C.W. Omlin, M. Riedmiller, P. Romero, G.P.J. Schmitz, J. Sima, A. Sperduti, M. Spott, J. Weisbrod, J.M. Zurada

The Handbook of Brain Theory and Neural Networks

Author : Michael A. Arbib
Publisher : MIT Press
ISBN 13 : 0262011972
Total Pages : 1328 pages
Book Rating : 4.2/5 (62 download)

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Book Synopsis The Handbook of Brain Theory and Neural Networks by : Michael A. Arbib

Download or read book The Handbook of Brain Theory and Neural Networks written by Michael A. Arbib and published by MIT Press. This book was released on 2003 with total page 1328 pages. Available in PDF, EPUB and Kindle. Book excerpt: This second edition presents the enormous progress made in recent years in the many subfields related to the two great questions : how does the brain work? and, How can we build intelligent machines? This second edition greatly increases the coverage of models of fundamental neurobiology, cognitive neuroscience, and neural network approaches to language. (Midwest).

Criticality in Neural Systems

Author : Dietmar Plenz
Publisher : John Wiley & Sons
ISBN 13 : 3527651020
Total Pages : 592 pages
Book Rating : 4.5/5 (276 download)

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Book Synopsis Criticality in Neural Systems by : Dietmar Plenz

Download or read book Criticality in Neural Systems written by Dietmar Plenz and published by John Wiley & Sons. This book was released on 2014-04-14 with total page 592 pages. Available in PDF, EPUB and Kindle. Book excerpt: Leading authorities in the field review current experimental and theoretical knowledge on criticality and brain function. The book begins by summarizing experimental evidence for criticality and self-organized criticality in the brain. Subsequently, important breakthroughs in modeling of critical neuronal circuits and how to establish self-organized criticality in the brain are described. A milestone publication, defining upcoming directions of research in this new fi eld and set to become the primary source of information on the brain and criticality.

Computation in Neurons and Neural Systems

Author : Frank H. Eeckman
Publisher : Springer Science & Business Media
ISBN 13 : 1461527147
Total Pages : 320 pages
Book Rating : 4.4/5 (615 download)

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Book Synopsis Computation in Neurons and Neural Systems by : Frank H. Eeckman

Download or read book Computation in Neurons and Neural Systems written by Frank H. Eeckman and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 320 pages. Available in PDF, EPUB and Kindle. Book excerpt: Computation in Neurons and Neural Systems contains the collected papers of the 1993 Conference on Computation and Neural Systems which was held between July 31--August 7, in Washington, DC. These papers represent a cross-section of the state-of-the-art research work in the field of computational neuroscience, and includes coverage of analysis and modeling work as well as results of new biological experimentation.

Disorders of Brain, Behavior, and Cognition: The Neurocomputational Perspective

Author : J.A. Reggia
Publisher : Elsevier
ISBN 13 : 9780080862460
Total Pages : 434 pages
Book Rating : 4.8/5 (624 download)

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Book Synopsis Disorders of Brain, Behavior, and Cognition: The Neurocomputational Perspective by : J.A. Reggia

Download or read book Disorders of Brain, Behavior, and Cognition: The Neurocomputational Perspective written by J.A. Reggia and published by Elsevier. This book was released on 1999-09-16 with total page 434 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book contains selected contributions of papers, many presented at the Second International Workshop on Neural Modeling of Brain Disorders, as well as a few additional papers on related topics, including a wide range of presentations describing computational models of neurological, neuropsychological and psychiatric disorders. It is a unique, comprehensive review of the state-of-the-art of modeling cognitive and brain disorders, appealing to a multidisciplinary audience of clinicians, psychologists, neuroscientists, cognitive scientists, computer scientists, and other neural network researchers. The rest of the book is organized along four main themes, involving memory, neuropsychological, neurological and psychiatric disorders. In general, the cognitive disorders and these psychiatric diseases traditionally regarded as "functional" were modeled along functional lines, while those disorders traditionally viewed as "organic" neurological diseases generally drew more from knowledge of the underlying neurobiology and pathophysiology.

Neural Codes and Distributed Representations

Author : L. F. Abbott
Publisher : MIT Press
ISBN 13 : 9780262511001
Total Pages : 378 pages
Book Rating : 4.5/5 (11 download)

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Book Synopsis Neural Codes and Distributed Representations by : L. F. Abbott

Download or read book Neural Codes and Distributed Representations written by L. F. Abbott and published by MIT Press. This book was released on 1999 with total page 378 pages. Available in PDF, EPUB and Kindle. Book excerpt: Since its founding in 1989 by Terrence Sejnowski, Neural Computation has become the leading journal in the field. Foundations of Neural Computation collects, by topic, the most significant papers that have appeared in the journal over the past nine years. The present volume focuses on neural codes and representations, topics of broad interest to neuroscientists and modelers. The topics addressed are: how neurons encode information through action potential firing patterns, how populations of neurons represent information, and how individual neurons use dendritic processing and biophysical properties of synapses to decode spike trains. The papers encompass a wide range of levels of investigation, from dendrites and neurons to networks and systems.

Oscillations in Neural Systems

Author : Daniel S. Levine
Publisher : Psychology Press
ISBN 13 : 1135691908
Total Pages : 454 pages
Book Rating : 4.1/5 (356 download)

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Book Synopsis Oscillations in Neural Systems by : Daniel S. Levine

Download or read book Oscillations in Neural Systems written by Daniel S. Levine and published by Psychology Press. This book was released on 1999-09 with total page 454 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is the fourth in a series based on conferences sponsored by the Metroplex Institute for Neural Dynamics (MIND), an interdisciplinary organization of Dallas-Fort Worth area neural network professionals in both academia and industry. This topic was chosen as the focus for this special issue because of the increasing interest by neuroscientists and psychologists in both rhythmic and chaotic activity patterns observed in the nervous system. Neither the mathematical structure of neural oscillations nor their functional significance is precisely understood. There are a great many open problems in both the structure and function of neural oscillations, whether rhythmic, chaotic, or a combination of the two, and many of these problems are dealt with in the chapters of this book.

Brain and the Lexicon

Author : Fabrizio Calzavarini
Publisher : Springer Nature
ISBN 13 : 3030275884
Total Pages : 216 pages
Book Rating : 4.0/5 (32 download)

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Book Synopsis Brain and the Lexicon by : Fabrizio Calzavarini

Download or read book Brain and the Lexicon written by Fabrizio Calzavarini and published by Springer Nature. This book was released on 2020-01-08 with total page 216 pages. Available in PDF, EPUB and Kindle. Book excerpt: This monograph offers a novel, neurocognitive theory concerning words and language. It explores the distinction between inferential and referential semantic competence. The former accounts for the relationship of words among themselves, the latter for the relationship of words to the world. The author discusses this distinction at the level of the human brain on both theoretical and neuroscientific grounds. In addition, this investigation considers the relation between the inf/ref neurocognitive theory and other accounts of semantic cognition proposed in the field of neurosemantics, as well as some potential implications of the theory for clinical neuroscience and the philosophy of semantics. Overall, the book offers an important contribution to the debate about lexical semantic competence. It combines a strong philosophical and linguistic background with a comprehensive and critical analysis of neurosemantic literature. Topics discussed lie at the intersection of philosophical semantics, linguistics, neurolinguistics, cognitive science, artificial intelligence, cognitive neuroscience, and clinical psychology. Due to its interdisciplinary orientation, coverage is rich in introductory remarks and not overly technical, therefore it is accessible to non-experts as well.

The Ecology of Modernism

Author : Joshua Schuster
Publisher : University of Alabama Press
ISBN 13 : 0817358293
Total Pages : 233 pages
Book Rating : 4.8/5 (173 download)

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Book Synopsis The Ecology of Modernism by : Joshua Schuster

Download or read book The Ecology of Modernism written by Joshua Schuster and published by University of Alabama Press. This book was released on 2015-10-15 with total page 233 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Ecology of Modernism explores the unexpected absence of an environmental ethic in American modernist and avant-garde poetics, given its keen concern with an environmental aesthetic, and explains why American modernism was never green. Examining the relationships of key modernist writers, poets, and musicians to nature, industrial development, and pollution, Joshua Schuster posits that the curious failure of modernist poets to develop an environmental ethnic was a deliberate choice and not an inadvertent omission.

Space-Time Computing with Temporal Neural Networks

Author : James E. Smith
Publisher : Morgan & Claypool Publishers
ISBN 13 : 1627058907
Total Pages : 245 pages
Book Rating : 4.6/5 (27 download)

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Book Synopsis Space-Time Computing with Temporal Neural Networks by : James E. Smith

Download or read book Space-Time Computing with Temporal Neural Networks written by James E. Smith and published by Morgan & Claypool Publishers. This book was released on 2017-05-18 with total page 245 pages. Available in PDF, EPUB and Kindle. Book excerpt: Understanding and implementing the brain's computational paradigm is the one true grand challenge facing computer researchers. Not only are the brain's computational capabilities far beyond those of conventional computers, its energy efficiency is truly remarkable. This book, written from the perspective of a computer designer and targeted at computer researchers, is intended to give both background and lay out a course of action for studying the brain's computational paradigm. It contains a mix of concepts and ideas drawn from computational neuroscience, combined with those of the author. As background, relevant biological features are described in terms of their computational and communication properties. The brain's neocortex is constructed of massively interconnected neurons that compute and communicate via voltage spikes, and a strong argument can be made that precise spike timing is an essential element of the paradigm. Drawing from the biological features, a mathematics-based computational paradigm is constructed. The key feature is spiking neurons that perform communication and processing in space-time, with emphasis on time. In these paradigms, time is used as a freely available resource for both communication and computation. Neuron models are first discussed in general, and one is chosen for detailed development. Using the model, single-neuron computation is first explored. Neuron inputs are encoded as spike patterns, and the neuron is trained to identify input pattern similarities. Individual neurons are building blocks for constructing larger ensembles, referred to as "columns". These columns are trained in an unsupervised manner and operate collectively to perform the basic cognitive function of pattern clustering. Similar input patterns are mapped to a much smaller set of similar output patterns, thereby dividing the input patterns into identifiable clusters. Larger cognitive systems are formed by combining columns into a hierarchical architecture. These higher level architectures are the subject of ongoing study, and progress to date is described in detail in later chapters. Simulation plays a major role in model development, and the simulation infrastructure developed by the author is described.