Essays on the Use of Information Theory in Biology PDF Download

Author: Henry Quastler
Publisher:
ISBN:
Category : Science
Languages : en
Pages : 300

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Author: E. M. Johnson
Publisher:
ISBN:
Category : Information theory in psychology
Languages : en
Pages : 46

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Author: Matthias Dehmer
Publisher: Springer Science & Business Media
ISBN: 0817649042
Category : Mathematics
Languages : en
Pages : 409

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For over a decade, complex networks have steadily grown as an important tool across a broad array of academic disciplines, with applications ranging from physics to social media. A tightly organized collection of carefully-selected papers on the subject, Towards an Information Theory of Complex Networks: Statistical Methods and Applications presents theoretical and practical results about information-theoretic and statistical models of complex networks in the natural sciences and humanities. The book's major goal is to advocate and promote a combination of graph-theoretic, information-theoretic, and statistical methods as a way to better understand and characterize real-world networks. This volume is the first to present a self-contained, comprehensive overview of information-theoretic models of complex networks with an emphasis on applications. As such, it marks a first step toward establishing advanced statistical information theory as a unified theoretical basis of complex networks for all scientific disciplines and can serve as a valuable resource for a diverse audience of advanced students and professional scientists. While it is primarily intended as a reference for research, the book could also be a useful supplemental graduate text in courses related to information science, graph theory, machine learning, and computational biology, among others.

Author: James Gleick
Publisher: Vintage
ISBN: 0307379574
Category : Science
Languages : en
Pages : 400

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From the bestselling author of the acclaimed Chaos and Genius comes a thoughtful and provocative exploration of the big ideas of the modern era: Information, communication, and information theory. Acclaimed science writer James Gleick presents an eye-opening vision of how our relationship to information has transformed the very nature of human consciousness. A fascinating intellectual journey through the history of communication and information, from the language of Africa’s talking drums to the invention of written alphabets; from the electronic transmission of code to the origins of information theory, into the new information age and the current deluge of news, tweets, images, and blogs. Along the way, Gleick profiles key innovators, including Charles Babbage, Ada Lovelace, Samuel Morse, and Claude Shannon, and reveals how our understanding of information is transforming not only how we look at the world, but how we live. A New York Times Notable Book A Los Angeles Times and Cleveland Plain Dealer Best Book of the Year Winner of the PEN/E. O. Wilson Literary Science Writing Award

Author: Donald W PFAFF
Publisher: Harvard University Press
ISBN: 0674042107
Category : Medical
Languages : en
Pages : 216

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Arousal is fundamental to all cognition. It is intuitively obvious, absolutely necessary, but what exactly is it? In Brain Arousal and Information Theory, Donald Pfaff presents a daring perspective on this long-standing puzzle. Pfaff argues that, beneath our mental functions and emotional dispositions, a primitive neuronal system governs arousal. Employing the simple but powerful framework of information theory, Pfaff revolutionizes our understanding of arousal systems in the brain. Starting with a review of the neuroanatomical, neurophysiological, and neurochemical components of arousal, Pfaff asks us to look at the gene networks and neural pathways underlying the brain's arousal systems much as a design engineer would contemplate information systems. This allows Pfaff to postulate that there is a bilaterally symmetric, bipolar system universal among mammals that readies the animal or the human being to respond to stimuli, initiate voluntary locomotion, and react to emotional challenges. Applying his hypothesis to heightened states of arousal--sex and fear--Pfaff shows us how his theory opens new scientific approaches to understanding the structure of brain arousal. A major synthesis of disparate data by a preeminent neuroscientist, Brain Arousal and Information Theory challenges current thinking about cognition and behavior. Whether you subscribe to Pfaff's theory or not, this book will stimulate debate about the nature of arousal itself.

Author: Doede Nauta
Publisher: Walter de Gruyter GmbH & Co KG
ISBN: 3110810514
Category : Language Arts & Disciplines
Languages : en
Pages : 316

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No detailed description available for "The Meaning of Information".

Author: Sahotra Sarkar
Publisher: Springer Science & Business Media
ISBN: 9781402002496
Category : History
Languages : en
Pages : 276

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This book is a collection of papers which reflect the recent trends in the philosophy and history of molecular biology. It brings together historians, philosophers, and molecular biologists who reflect on the discipline's emergence in the 1950's, its explosive growth, and the directions in which it is going. Questions addressed include: (i) what are the limits of molecular biology? (ii) What is the relation of molecular biology to older subdisciplines of biology, especially biochemistry? (iii) Are there theories in molecular biology? (iv) If so, how are these theories structured? (v) What role did information theory play in the rise of molecular biology? The book will open the way for many future researchers.

Author: Dan Schiller
Publisher: University of Illinois Press
ISBN: 0252047397
Category : Computers
Languages : en
Pages : 197

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It is common wisdom that the U.S. economy has adapted to losses in its manufacturing base because of the booming information sector, with high-paying jobs for everything from wireless networks to video games. We are told we live in the Information Age, in which communications networks and media and information services drive the larger economy. While the Information Age may have looked sunny in the beginning, as it has developed it looks increasingly ominous: its economy and benefits grow more and more centralized--and in the United States, it has become less and less subject to democratic oversight. Corporations around the world have identified the value of information and are now seeking to control its production, transmission, and consumption. In How to Think about Information, Dan Schiller explores the ways information has been increasingly commodified as a result and how it both resembles and differs from other commodities. Through a linked series of theoretical, historical, and contemporary studies, Schiller reveals this commodification as both dynamic and expansionary, but also deeply conflicted and uncertain. He examines the transformative political and economic changes occurring throughout the informational realm and analyzes key dimensions of the process, including the buildup of new technological platforms, the growth of a transnationalizing culture industry, and the role played by China as it reinserts itself into an informationalized capitalism.

Author: Rodrick Wallace
Publisher: Springer Nature
ISBN: 3031298799
Category : Evolution (Biology)
Languages : en
Pages : 177

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From the ‘punctuated equilibrium' of Eldrege and Gould, through Lewontin's ‘triple helix' and the various visions and revisions of the Extended Evolutionary Synthesis (EES) of Laland and others, both data and theory have demanded an opening-up of the 1950's Evolutionary Synthesis that so firmly wedded evolutionary theory to the mathematics of gene frequency analysis. It can, however, be argued that a single deep and comprehensive mathematical theory may simply not be possible for the almost infinite varieties of evolutionary process active at and across the full range of scales of biological, social, institutional, and cultural phenomena. Indeed, the case history of 'meme theory' should have raised a red flag that narrow gene-centered models of evolutionary process may indeed have serious limitations. What is attempted here is less grand, but still broader than a gene-centered analysis. Following the instruction of Maturana and Varela that all living systems are cognitive, in a certain sense, and that living as a process is a process of cognition, the asymptotic limit theorems of information and control theories that bound all cognition provide a basis for constructing an only modestly deep but wider-ranging series of probability models that might be converted into useful statistical tools for the analysis of observational and experimental data related to evolutionary process. The line of argument in this series of interrelated essays proves to be surprisingly direct.

Author: Hubert P. Yockey
Publisher: Cambridge University Press
ISBN: 9780521802932
Category : Language Arts & Disciplines
Languages : en
Pages : 276

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