Rethinking Neural Networks

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Rethinking Innateness
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Author : Jeffrey L. Elman
language : en
Publisher: MIT Press
Release Date : 1996
Rethinking Innateness written by Jeffrey L. Elman and has been published by MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1996 with Family & Relationships categories.
Rethinking Innateness asks the question, "What does it really mean to say that a behavior is innate?" The authors describe a new framework in which interactions, occurring at all levels, give rise to emergent forms and behaviors. These outcomes often may be highly constrained and universal, yet are not themselves directly contained in the genes in any domain-specific way. One of the key contributions of Rethinking Innateness is a taxonomy of ways in which a behavior can be innate. These include constraints at the level of representation, architecture, and timing; typically, behaviors arise through the interaction of constraints at several of these levels.The ideas are explored through dynamic models inspired by a new kind of "developmental connectionism," a marriage of connectionist models and developmental neurobiology, forming a new theoretical framework for the study of behavioral development. While relying heavily on the conceptual and computational tools provided by connectionism, Rethinking Innateness also identifies ways in which these tools need to be enriched by closer attention to biology.
Rethinking Neural Networks
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Author : Karl H. Pribram
language : en
Publisher: Psychology Press
Release Date : 2014-04-08
Rethinking Neural Networks written by Karl H. Pribram and has been published by Psychology Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-04-08 with Psychology categories.
The result of the first Appalachian Conference on neurodynamics, this volume focuses on processing in biological neural networks. How do brain processes become organized during decision making? That is, what are the neural antecedents that determine which course of action is to be pursued? Half of the contributions deal with modelling synapto-dendritic and neural ultrastructural processes; the remainder, with laboratory research findings, often cast in terms of the models. The interchanges at the conference and the ensuing publication also provide a foundation for further meetings. These will address how processes in different brain systems, coactive with the neural residues of experience and with sensory input, determine decisions.
World Congress On Neural Networks
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Author : Paul Werbos
language : en
Publisher: Routledge
Release Date : 2021-09-09
World Congress On Neural Networks written by Paul Werbos and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-09-09 with Psychology categories.
Centered around 20 major topic areas of both theoretical and practical importance, the World Congress on Neural Networks provides its registrants -- from a diverse background encompassing industry, academia, and government -- with the latest research and applications in the neural network field.
Rethinking Kerouac
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Author : Erik Mortenson
language : en
Publisher: Bloomsbury Publishing USA
Release Date : 2024-12-12
Rethinking Kerouac written by Erik Mortenson and has been published by Bloomsbury Publishing USA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-12 with Literary Criticism categories.
This long overdue reevaluation of Jack Kerouac gives fresh perspectives on his unique literary output, his vexed relation to issues of race, class, and gender, as well as his continuing cultural afterlife. This collection of essays by esteemed Beat commentators reassesses one of the 20th century's most emblematic but often misunderstood American writers. Despite amassing a substantial body of influential work and becoming a recognizable icon globally, Kerouac has often suffered critical neglect, and this volume seeks to offer a range of fresh perspectives on his unique artistic output as well as his continuing cultural afterlife. Through an examination of classic texts like On the Road to more obscure ones like Pic, these essays recalibrate our understanding of the writer by placing his creative output into dialogue with current cultural issues to provide a rethinking of how concerns such as race, gender relations, artificial intelligence, populist rhetoric, and queerness inform his work and its contemporary reception. These essays also examine how the peculiarities of global circulation and social media influence the ongoing cultural appropriation of Kerouac in popular music, literature, and online. Through these varied approaches, Rethinking Kerouac: Afterlives, Continuities, Reappraisals provides an indispensable account of the continued relevance of both Kerouac the writer and Kerouac the cultural icon in the 21st century.
Rethinking Prototyping
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Author : Christoph Gengnagel
language : en
Publisher: epubli
Release Date : 2013-10-02
Rethinking Prototyping written by Christoph Gengnagel and has been published by epubli this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-10-02 with Fiction categories.
Design modelling has benefited from computation but in most projects to date there is still a strong division between computational design and simulation leading up to construction and the completed building that is cut off from the computational design modelling. The Design Modelling Symposium Berlin 2013 would like to challenge the participants to reflect on the possibility of computational systems that bridge design phase and occupancy of buildings. This rethinking of the designed artifact beyond its physical has had profound effects on other industries already. How does it affect architecture and engineering? At the scale of engineering and building systems new perspectives may open up by engaging built form as a continuous prototype, which can track and respond during use and serve as a real world implementation of its design model. This has been tried many times from intelligent façades to smart homes and networked grids but much of it was only technology driven and not approached from a more holistic design perspective.
Rethinking Valuation And Pricing Models
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Author : Carsten Wehn
language : en
Publisher: Academic Press
Release Date : 2012-11-08
Rethinking Valuation And Pricing Models written by Carsten Wehn and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-11-08 with Business & Economics categories.
It is widely acknowledged that many financial modelling techniques failed during the financial crisis, and in our post-crisis environment many techniques are being reconsidered. This single volume provides a guide to lessons learned for practitioners and a reference for academics. Including reviews of traditional approaches, real examples, and case studies, contributors consider portfolio theory; methods for valuing equities and equity derivatives, interest rate derivatives, and hybrid products; and techniques for calculating risks and implementing investment strategies. Describing new approaches without losing sight of their classical antecedents, this collection of original articles presents a timely perspective on our post-crisis paradigm. Highlights pre-crisis best classical practices, identifies post-crisis key issues, and examines emerging approaches to solving those issues Singles out key factors one must consider when valuing or calculating risks in the post-crisis environment Presents material in a homogenous, practical, clear, and not overly technical manner
Rethinking Pedagogy For A Digital Age
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Author : Helen Beetham
language : en
Publisher: Routledge
Release Date : 2019-06-21
Rethinking Pedagogy For A Digital Age written by Helen Beetham and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-06-21 with Education categories.
Rethinking Pedagogy for a Digital Age examines contemporary issues in the design and delivery of effective learning through a critical discussion of the theoretical and professional perspectives informing current digital education practice. This third edition has been thoroughly revised to address socio-cultural approaches, learning analytics, curriculum change, and key theoretical developments from education sciences. Illustrated by case studies across disciplines and continents for a diversity of researchers, practitioners, and lecturers, the book is an essential guide to learning technologies that is pedagogically sound, learner-focused, and accessible.
Proceedings Of The International Workshop On Applications Of Neural Networks To Telecommunications
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Author : Joshua Alspector
language : en
Publisher: Psychology Press
Release Date : 2013-06-17
Proceedings Of The International Workshop On Applications Of Neural Networks To Telecommunications written by Joshua Alspector and has been published by Psychology Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-06-17 with Psychology categories.
The world is witnessing the rapid evolution of its own nervous system by an unparalleled growth in communication technology. Like the evolution of the nervous systems in animals, this growth is being driven by a survival-of-the-fittest-mechanism. In telecommunications, the entities that fuel this growth are companies and nations who compete with each other. Companies with superior information systems can outrun and outsmart others because they serve their customers better. On the threshold of an explosion in the variety, speed and usefulness of telecommunication networks, neural network researchers can make important contributions to this emerging new telecommunications infrastructure. The first International Workshop on Applications of Neural Networks to Telecommunications (IWANNT) was planned in response to the telecommunications industry's needs for new adaptive technologies. This workshop featured 50 talks and posters that were selected by an organizing committee of experts in both telecommunications and neural networks. These proceedings will also be available on-line in an electronic format providing multimedia figures, cross-referencing, and annotation.
Optimality In Biological And Artificial Networks
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Author : Daniel S. Levine
language : en
Publisher: Psychology Press
Release Date : 2013-06-17
Optimality In Biological And Artificial Networks written by Daniel S. Levine and has been published by Psychology Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-06-17 with Psychology categories.
This book is the third in a series based on conferences sponsored by the Metroplex Institute for Neural Dynamics, an interdisciplinary organization of neural network professionals in academia and industry. The topics selected are of broad interest to both those interested in designing machines to perform intelligent functions and those interested in studying how these functions are actually performed by living organisms and generate discussion of basic and controversial issues in the study of mind. The topic of optimality was chosen because it has provoked considerable discussion and controversy in many different academic fields. There are several aspects to the issue of optimality. First, is it true that actual behavior and cognitive functions of living animals, including humans, can be considered as optimal in some sense? Second, what is the utility function for biological organisms, if any, and can it be described mathematically? Rather than organize the chapters on a "biological versus artificial" basis or by what stance they took on optimality, it seemed more natural to organize them either by what level of questions they posed or by what intelligent functions they dealt with. The book begins with some general frameworks for discussing optimality, or the lack of it, in biological or artificial systems. The next set of chapters deals with some general mathematical and computational theories that help to clarify what the notion of optimality might entail in specific classes of networks. The final section deals with optimality in the context of many different high-level issues, including exploring one's environment, understanding mental illness, linguistic communication, and social organization. The diversity of topics covered in this book is designed to stimulate interdisciplinary thinking and speculation about deep problems in intelligent system organization.
Scale In Conscious Experience
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Author : Joseph S. King
language : en
Publisher: Psychology Press
Release Date : 2013-04-15
Scale In Conscious Experience written by Joseph S. King and has been published by Psychology Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-04-15 with Psychology categories.
This volume is the result of the third Appalachian Conference on Behavioral Neurodynamics which focused on the problem of scale in conscious experience. Set against the philosophical view of "eliminative materialism," the purpose of this conference was to facilitate communication among investigators who approach the study of consciousness and conscious phenomena from a variety of analytical levels. One speculative outcome of the conference is that the columnar arrangement within primary sensory cortices may provide the local isolation necessary for nonlocal interactions to occur. In addition, the relationship between unit activity and field potentials within a circumscribed region of cortex may provide the other enigmatic aspect of neurophysiological nonlocality, namely, the common context in the macro scale. So instead of a problem looking for a solution, scale becomes a solution to a problem. Only further research will determine the utility of the ideas expressed here.