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Network Neuroscience

Network Neuroscience Book
Author : Flavio Fröhlich
Publisher : Academic Press
Release : 2016-09-20
ISBN : 0128015861
Language : En, Es, Fr & De

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Book Description :

Studying brain networks has become a truly interdisciplinary endeavor, attracting students and seasoned researchers alike from a wide variety of academic backgrounds. What has been lacking is an introductory textbook that brings together the different fields and provides a gentle introduction to the major concepts and findings in the emerging field of network neuroscience. Network Neuroscience is a one-stop-shop that is of equal use to the neurobiologist, who is interested in understanding the quantitative methods employed in network neuroscience, and to the physicist or engineer, who is interested in neuroscience applications of mathematical and engineering tools. The book spans 27 chapters that cover everything from individual cells all the way to complex network disorders such as depression and autism spectrum disorders. An additional 12 toolboxes provide the necessary background for making network neuroscience accessible independent of the reader’s background. Dr. Flavio Frohlich (www.networkneuroscientist.org) wrote this book based on his experience of mentoring dozens of trainees in the Frohlich Lab, from undergraduate students to senior researchers. The Frohlich lab (www.frohlichlab.org) pursues a unique and integrated vision that combines computer simulations, animal model studies, human studies, and clinical trials with the goal of developing novel brain stimulation treatments for psychiatric disorders. The book is based on a course he teaches at UNC that has attracted trainees from many different departments, including neuroscience, biomedical engineering, psychology, cell biology, physiology, neurology, and psychiatry. Dr. Frohlich has consistently received rave reviews for his teaching. With this book he hopes to make his integrated view of neuroscience available to trainees and researchers on a global scale. His goal is to make the book the training manual for the next generation of (network) neuroscientists, who will be fusing biology, engineering, and medicine to unravel the big questions about the brain and to revolutionize psychiatry and neurology. Easy-to-read, comprehensive introduction to the emerging field of network neuroscience Includes 27 chapters packed with information on topics from single neurons to complex network disorders such as depression and autism Features 12 toolboxes serve as primers to provide essential background knowledge in the fields of biology, mathematics, engineering, and physics

Current Advances in Affective Neuroscience

Current Advances in Affective Neuroscience Book
Author : Keith Maurice Kendrick,Benjamin Becker,Jiaojian Wang,Maria Bobes
Publisher : Frontiers Media SA
Release : 2020-05-29
ISBN : 2889637573
Language : En, Es, Fr & De

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Book Description :

Download Current Advances in Affective Neuroscience book written by Keith Maurice Kendrick,Benjamin Becker,Jiaojian Wang,Maria Bobes, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

The Cognitive Neurosciences sixth edition

The Cognitive Neurosciences  sixth edition Book
Author : David Poeppel,George R. Mangun,Michael S. Gazzaniga
Publisher : MIT Press
Release : 2020-04-21
ISBN : 0262043254
Language : En, Es, Fr & De

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Book Description :

The sixth edition of the foundational reference on cognitive neuroscience, with entirely new material that covers the latest research, experimental approaches, and measurement methodologies. Each edition of this classic reference has proved to be a benchmark in the developing field of cognitive neuroscience. The sixth edition of The Cognitive Neurosciences continues to chart new directions in the study of the biological underpinnings of complex cognition—the relationship between the structural and physiological mechanisms of the nervous system and the psychological reality of the mind. It offers entirely new material, reflecting recent advances in the field, covering the latest research, experimental approaches, and measurement methodologies. This sixth edition treats such foundational topics as memory, attention, and language, as well as other areas, including computational models of cognition, reward and decision making, social neuroscience, scientific ethics, and methods advances. Over the last twenty-five years, the cognitive neurosciences have seen the development of sophisticated tools and methods, including computational approaches that generate enormous data sets. This volume deploys these exciting new instruments but also emphasizes the value of theory, behavior, observation, and other time-tested scientific habits. Section editors Sarah-Jayne Blakemore and Ulman Lindenberger, Kalanit Grill-Spector and Maria Chait, Tomás Ryan and Charan Ranganath, Sabine Kastner and Steven Luck, Stanislas Dehaene and Josh McDermott, Rich Ivry and John Krakauer, Daphna Shohamy and Wolfram Schultz, Danielle Bassett and Nikolaus Kriegeskorte, Marina Bedny and Alfonso Caramazza, Liina Pylkkänen and Karen Emmorey, Mauricio Delgado and Elizabeth Phelps, Anjan Chatterjee and Adina Roskies

Synchronization Swarming and Emergent Behaviors in Complex Networks and Neuroscience

Synchronization  Swarming and Emergent Behaviors in Complex Networks and Neuroscience Book
Author : Andrea Duggento,Spase Petkoski,Tomislav Stankovski,Nicola Toschi
Publisher : Frontiers Media SA
Release : 2022-03-24
ISBN : 2889745031
Language : En, Es, Fr & De

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Book Description :

Download Synchronization Swarming and Emergent Behaviors in Complex Networks and Neuroscience book written by Andrea Duggento,Spase Petkoski,Tomislav Stankovski,Nicola Toschi, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Biomarkers in Psychiatry

Biomarkers in Psychiatry Book
Author : Judith Pratt,Jeremy Hall
Publisher : Springer
Release : 2019-01-05
ISBN : 3319996428
Language : En, Es, Fr & De

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Book Description :

This volume addresses one of the Holy Grails in Psychiatry, namely the evidence for and potential to adopt ‘Biomarkers’ for prevention, diagnosis, and treatment responses in mental health conditions. It meshes together state of the art research from international renowned pre-clinical and clinical scientists to illustrate how the fields of anxiety disorders, depression, psychotic disorders, and autism spectrum disorder have advanced in recent years.

The Cambridge Handbook of Intelligence and Cognitive Neuroscience

The Cambridge Handbook of Intelligence and Cognitive Neuroscience Book
Author : Aron K. Barbey,Sherif Karama,Richard J. Haier
Publisher : Cambridge University Press
Release : 2021-03-31
ISBN : 1108573746
Language : En, Es, Fr & De

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Book Description :

This handbook introduces the reader to the thought-provoking research on the neural foundations of human intelligence. Written for undergraduate or graduate students, practitioners, and researchers in psychology, cognitive neuroscience, and related fields, the chapters summarize research emerging from the rapidly developing neuroscience literature on human intelligence. The volume focusses on theoretical innovation and recent advances in the measurement, modelling, and characterization of the neurobiology of intelligence differences, especially from brain imaging studies. It summarizes fundamental issues in the characterization and measurement of general intelligence, and surveys multidisciplinary research consortia and large-scale data repositories for the study of general intelligence. A systematic review of neuroimaging methods for studying intelligence is provided, including structural and diffusion-weighted MRI techniques, functional MRI methods, and spectroscopic imaging of metabolic markers of intelligence.

Stress and Brain Health Across the Life Course

Stress and Brain Health  Across the Life Course Book
Author : Anonim
Publisher : Academic Press
Release : 2020-03-21
ISBN : 012816753X
Language : En, Es, Fr & De

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Book Description :

Stress and Brain Health: Across the Life Course, Volume 150, examines up-to-date knowledge on how stress effects brain health. The book's wide-ranging topics include the effects of pre-natal and childhood stress on neurodevelopment and aging. Chapters cover What is stress, how to measure it and effects on brain function, Pre-natal effects of stress on brain development and vulnerability, Stress in childhood, sensitive periods and regulatory mechanisms, The impact of childhood poverty on brain health, Adverse childhood experiences (ACE) on the brain, Stress, aging and epigenetics, The effects of chronic stress on the prefrontal cortex, Neurobiology of resilience to stress, and more. Comprises diverse evidence from world-leading researchers in each area Provides a readily accessible introduction to the topics covered, including basic guidance on stress theory and measurement Essential reading for those in the fields of neuroscience, psychophysiology, psychoneuroendocrinology, health psychology, developmental psychology, neuro-rehabilitation and clinical research

Multilayer Networks

Multilayer Networks Book
Author : Manlio De Domenico
Publisher : Springer Nature
Release : 2021
ISBN : 3030757188
Language : En, Es, Fr & De

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Book Description :

The adoption of multilayer analysis techniques is rapidly expanding across all areas of knowledge, from social sciences (the first facing the complexity of such structures, decades ago) to computer science, from biology to engineering. However, until now, no book has dealt exclusively with the analysis and visualization of multilayer networks. Multilayer Networks: Analysis and Visualization provides a guided introduction to one of the most complete computational frameworks, named muxViz, with introductory information about the underlying theoretical aspects and a focus on the analytical side. Dozens of analytical scripts and examples to use the muxViz library in practice, by means of the Graphical User Interface or by means of the R scripting language, are provided. In addition to researchers in the field of network science, as well as practitioners interested in network visualization and analysis, this book will appeal to researchers without strong technical or computer science background who want to learn how to use muxViz software, such as researchers from humanities, social science and biology: audiences which are targeted by case studies included in the book. Other interdisciplinary audiences include computer science, physics, neuroscience, genetics, urban transport and engineering, digital humanities, social and computational social science. Readers will learn how to use, in a very practical way (i.e., without focusing on theoretical aspects), the algorithms developed by the community and implemented in the free and open-source software muxViz. The data used in the book is available on a dedicated (open and free) site.

Network Science in Cognitive Psychology

Network Science in Cognitive Psychology Book
Author : Michael S. Vitevitch
Publisher : Routledge
Release : 2019-11-26
ISBN : 1000740684
Language : En, Es, Fr & De

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Book Description :

This volume provides an integrative review of the emerging and increasing use of network science techniques in cognitive psychology, first developed in mathematics, computer science, sociology, and physics. The first resource on network science for cognitive psychologists in a growing international market, Vitevitch and a team of expert contributors provide a comprehensive and accessible overview of this cutting-edge topic. This innovative guide draws on the three traditional pillars of cognitive psychological research–experimental, computational, and neuroscientific–and incorporates the latest findings from neuroimaging. The network perspective is applied to the fundamental domains of cognitive psychology including memory, language, problem-solving, and learning, as well as creativity and human intelligence, highlighting the insights to be gained through applying network science to a wide range of approaches and topics in cognitive psychology Network Science in Cognitive Psychology will be essential reading for all upper-level cognitive psychology students, psychological researchers interested in using network science in their work, and network scientists interested in investigating questions related to cognition. It will also be useful for early career researchers and students in methodology and related courses.

Analyzing Network Data in Biology and Medicine

Analyzing Network Data in Biology and Medicine Book
Author : Nata a Pr ulj,Nataša Pržulj
Publisher : Cambridge University Press
Release : 2019-03-28
ISBN : 1108432239
Language : En, Es, Fr & De

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Book Description :

Introduces biological concepts and biotechnologies producing the data, graph and network theory, cluster analysis and machine learning, using real-world biological and medical examples.

The Cambridge Handbook of the Imagination

The Cambridge Handbook of the Imagination Book
Author : Anna Abraham
Publisher : Cambridge University Press
Release : 2020-04-30
ISBN : 1108659292
Language : En, Es, Fr & De

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Book Description :

The human imagination manifests in countless different forms. We dream the possible and the impossible. How do we do this so effortlessly? Why did the capacity for imagination evolve and seem to manifest uniquely in our species? This handbook reflects on such questions by collecting perspectives from leading experts. It showcases a rich and detailed analysis on how the imagination is understood across several disciplines of study, including anthropology, archaeology, medicine, neuroscience, psychology, philosophy and the arts. An integrated theoretical-empirical-applied picture of the field is presented, which informs researchers, students and practitioners about the issues of relevance across the board. With each chapter, human imagination is explained - what it entails, how it evolved, and why it singularly defines us as a species.

New Frontiers in Brain

New Frontiers in Brain Book
Author : Nawaz Mohamudally,Manish Putteeraj,Seyyed Abed Hosseini
Publisher : BoD – Books on Demand
Release : 2020-02-26
ISBN : 1838804994
Language : En, Es, Fr & De

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Book Description :

Brain-Computer Interface (BCI) sounds comparable to plugging a USB cable into a human brain with a laptop and accessing brain information. However, it is not as simple as it sounds. BCI is a multidisciplinary discipline with an exponential progress parallel to and with Artificial Intelligence for the past decades. Initially started with the Electroencephalography (EEG) analysis, BCI offers practical applications for cortical physiology today. Although BCI outcomes are more perceptible in medicine such as cognitive assessment, neurofeedback, and neuroprosthetic implants, it opens up amazing avenues for the business community through machine learning and robotics. Thought-to-text is one example of a hot topic in BCI. So, it is quite predictable to see BCI for individual usage given the current affordability of platforms for less technologically savvy users as well as BCI integrated within office automation productivity tools. The current trend is towards vulgarization for businesses benefits, by extension to the society at large. Thus, the interest in preparing a book on BCI. This book aims to compile and disseminate the latest research findings and best practices on how BCI is expanding the frontiers of knowledge in clinical practices, on the brain itself, and the underlying technologies.

Patterns of Synchrony in Complex Networks of Adaptively Coupled Oscillators

Patterns of Synchrony in Complex Networks of Adaptively Coupled Oscillators Book
Author : Rico Berner
Publisher : Springer Nature
Release : 2021-05-31
ISBN : 303074938X
Language : En, Es, Fr & De

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Book Description :

The focus of this thesis is the interplay of synchrony and adaptivity in complex networks. Synchronization is a ubiquitous phenomenon observed in different contexts in physics, chemistry, biology, neuroscience, medicine, socioeconomic systems, and engineering. Most prominently, synchronization takes place in the brain, where it is associated with cognitive capacities like learning and memory, but is also a characteristic of neurological diseases like Parkinson and epilepsy. Adaptivity is common in many networks in nature and technology, where the connectivity changes in time, i.e., the strength of the coupling is continuously adjusted depending upon the dynamic state of the system, for instance synaptic neuronal plasticity in the brain. This research contributes to a fundamental understanding of various synchronization patterns, including hierarchical multifrequency clusters, chimeras and other partial synchronization states. After a concise survey of the fundamentals of adaptive and complex dynamical networks and synaptic plasticity, in the first part of the thesis the existence and stability of cluster synchronization in globally coupled adaptive networks is discussed for simple paradigmatic phase oscillators as well as for a more realistic neuronal oscillator model with spike-timing dependent plasticity. In the second part of the thesis the interplay of adaptivity and connectivity is investigated for more complex network structures like nonlocally coupled rings, random networks, and multilayer systems. Besides presenting a plethora of novel, sometimes intriguing patterns of synchrony, the thesis makes a number of pioneering methodological advances, where rigorous mathematical proofs are given in the Appendices. These results are of interest not only from a fundamental point of view, but also with respect to challenging applications in neuroscience and technological systems.

The Neocortex

The Neocortex Book
Author : Wolf Singer,Terrence J. Sejnowski,Pasko Rakic
Publisher : MIT Press
Release : 2019-10-29
ISBN : 0262043246
Language : En, Es, Fr & De

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Book Description :

Experts review the latest research on the neocortex and consider potential directions for future research. Over the past decade, technological advances have dramatically increased information on the structural and functional organization of the brain, especially the cerebral cortex. This explosion of data has radically expanded our ability to characterize neural circuits and intervene at increasingly higher resolutions, but it is unclear how this has informed our understanding of underlying mechanisms and processes. In search of a conceptual framework to guide future research, leading researchers address in this volume the evolution and ontogenetic development of cortical structures, the cortical connectome, and functional properties of neuronal circuits and populations. They explore what constitutes “uniquely human” mental capacities and whether neural solutions and computations can be shared across species or repurposed for potentially uniquely human capacities. Contributors Danielle S. Bassett, Randy M. Bruno, Elizabeth A. Buffalo, Michael E. Coulter, Hermann Cuntz, Stanislas Dehaene, James J. DiCarlo, Pascal Fries, Karl J. Friston, Asif A. Ghazanfar, Anne-Lise Giraud, Joshua I. Gold, Scott T. Grafton, Jennifer M. Groh, Elizabeth A. Grove, Saskia Haegens, Kenneth D. Harris, Kristen M. Harris, Nicholas G. Hatsopoulos, Tarik F. Haydar, Takao K. Hensch, Wieland B. Huttner, Matthias Kaschube, Gilles Laurent, David A. Leopold, Johannes Leugering, Belen Lorente-Galdos, Jason N. MacLean, David A. McCormick, Lucia Melloni, Anish Mitra, Zoltán Molnár, Sydney K. Muchnik, Pascal Nieters, Marcel Oberlaender, Bijan Pesaran, Christopher I. Petkov, Gordon Pipa, David Poeppel, Marcus E. Raichle, Pasko Rakic, John H. Reynolds, Ryan V. Raut, John L. Rubenstein, Andrew B. Schwartz, Terrence J. Sejnowski, Nenad Sestan, Debra L. Silver, Wolf Singer, Peter L. Strick, Michael P. Stryker, Mriganka Sur, Mary Elizabeth Sutherland, Maria Antonietta Tosches, William A. Tyler, Martin Vinck, Christopher A. Walsh, Perry Zurn

The Oxford Handbook of Music and the Brain

The Oxford Handbook of Music and the Brain Book
Author : Michael H. Thaut,Donald A. Hodges
Publisher : Oxford University Press
Release : 2019-08-01
ISBN : 0192526138
Language : En, Es, Fr & De

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Book Description :

The study of music and the brain can be traced back to the work of Gall in the 18th century, continuing with John Hughlings Jackson, August Knoblauch, Richard Wallaschek, and others. These early researchers were interested in localizing musicality in the brain and learning more about how music is processed in both healthy individuals and those with dysfunctions of various kinds. Since then, the research literature has mushroomed, especially in the latter part of the 20th and early 21st centuries. The Oxford Handbook of Music and the Brain is a groundbreaking compendium of current research on music in the human brain. It brings together an international roster of 54 authors from 13 countries providing an essential guide to this rapidly growing field. The major themes include Music, the Brain, and Cultural Contexts; Music Processing in The Human Brain; Neural Responses to Music; Musicianship and Brain Function; Developmental Issues in Music and the Brain; Music, the Brain, and Health; and the Future. Each chapter offers a thorough review of the current status of research literature as well as an examination of limitations of knowledge and suggestions for future advancement and research efforts. The book is valuable for a broad readership including neuroscientists, musicians, clinicians, researchers and scholars from related fields but also readers with a general interest in the topic.

The Oxford Handbook of the Positive Humanities

The Oxford Handbook of the Positive Humanities Book
Author : Louis Tay,James O. Pawelski
Publisher : Oxford University Press
Release : 2022-01-06
ISBN : 0190064579
Language : En, Es, Fr & De

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Book Description :

This handbook examines the new and rapidly growing field of the positive humanities--an area of academic research at the intersection of positive psychology and the arts and humanities. Written by leading experts across a wide range of academic disciplines, the volume begins with an overview of the science and culture of human flourishing, covering historical and current trends in this literature. Next, contributors consider the well-being benefits of engagement with the arts and humanities, marking out neurological, cognitive, emotional, behavioral, and social pathways to human flourishing. These pathways lead to detailed investigations of individual fields within the arts and humanities, including music, the visual arts, philosophy, history, literature, religion, theater, and film. Along the way, the book thoroughly synthesizes theory, research, and exemplary practice, concluding with thought-provoking discussions of avenues for public engagement and policy. With its expansive coverage of both the field as a whole and specialized disciplinary and interdisciplinary drivers, The Oxford Handbook of the Positive Humanities advances the literature on the theory and science of well-being and extends the scope of the arts and humanities.

Geometric Science of Information

Geometric Science of Information Book
Author : Frank Nielsen,Frédéric Barbaresco
Publisher : Springer Nature
Release : 2021-07-14
ISBN : 3030802094
Language : En, Es, Fr & De

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Book Description :

This book constitutes the proceedings of the 5th International Conference on Geometric Science of Information, GSI 2021, held in Paris, France, in July 2021. The 98 papers presented in this volume were carefully reviewed and selected from 125 submissions. They cover all the main topics and highlights in the domain of geometric science of information, including information geometry manifolds of structured data/information and their advanced applications. The papers are organized in the following topics: Probability and statistics on Riemannian Manifolds; sub-Riemannian geometry and neuromathematics; shapes spaces; geometry of quantum states; geometric and structure preserving discretizations; information geometry in physics; Lie group machine learning; geometric and symplectic methods for hydrodynamical models; harmonic analysis on Lie groups; statistical manifold and Hessian information geometry; geometric mechanics; deformed entropy, cross-entropy, and relative entropy; transformation information geometry; statistics, information and topology; geometric deep learning; topological and geometrical structures in neurosciences; computational information geometry; manifold and optimization; divergence statistics; optimal transport and learning; and geometric structures in thermodynamics and statistical physics.

Connectomics

Connectomics Book
Author : Brent C. Munsell,Guorong Wu,Leonardo Bonilha,Paul Laurienti
Publisher : Academic Press
Release : 2018-09-08
ISBN : 0128138394
Language : En, Es, Fr & De

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Book Description :

Connectomics: Applications to Neuroimaging is unique in presenting the frontier of neuro-applications using brain connectomics techniques. The book describes state-of-the-art research that applies brain connectivity analysis techniques to a broad range of neurological and psychiatric disorders (Alzheimer’s, epilepsy, stroke, autism, Parkinson’s, drug or alcohol addiction, depression, bipolar, and schizophrenia), brain fingerprint applications, speech-language assessments, and cognitive assessment. With this book the reader will learn: Basic mathematical principles underlying connectomics How connectomics is applied to a wide range of neuro-applications What is the future direction of connectomics techniques. This book is an ideal reference for researchers and graduate students in computer science, data science, computational neuroscience, computational physics, or mathematics who need to understand how computational models derived from brain connectivity data are being used in clinical applications, as well as neuroscientists and medical researchers wanting an overview of the technical methods. Features: Combines connectomics methods with relevant and interesting neuro-applications Covers most of the hot topics in neuroscience and clinical areas Appeals to researchers in a wide range of disciplines: computer science, engineering, data science, mathematics, computational physics, computational neuroscience, as well as neuroscience, and medical researchers interested in the technical methods of connectomics Combines connectomics methods with relevant and interesting neuro-applications Presents information that will appeal to researchers in a wide range of disciplines, including computer science, engineering, data science, mathematics, computational physics, computational neuroscience, and more Includes a mathematics primer that formulates connectomics from an applied point-of-view, thus avoiding difficult to understand theoretical perspective Lists publicly available neuro-imaging datasets that can be used to construct structural and functional connectomes

Neural Mechanisms

Neural Mechanisms Book
Author : Fabrizio Calzavarini,Marco Viola
Publisher : Springer Nature
Release : 2020-12-02
ISBN : 3030540928
Language : En, Es, Fr & De

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Book Description :

This volume brings together new papers advancing contemporary debates in foundational, conceptual, and methodological issues in cognitive neuroscience. The different perspectives presented in each chapter have previously been discussed between the authors, as the volume builds on the experience of Neural Mechanisms (NM) Online – webinar series on the philosophy of neuroscience organized by the editors of this volume. The contributed chapters pertain to five core areas in current philosophy of neuroscience. It surveys the novel forms of explanation (and prediction) developed in cognitive neuroscience, and looks at new concepts, methods and techniques used in the field. The book also highlights the metaphysical challenges raised by recent neuroscience and demonstrates the relation between neuroscience and mechanistic philosophy. Finally, the book dives into the issue of neural computations and representations. Assembling contributions from leading philosophers of neuroscience, this work draws upon the expertise of both established scholars and promising early career researchers.

An Internet in Your Head

An Internet in Your Head Book
Author : Daniel Graham
Publisher : Columbia University Press
Release : 2021-05-04
ISBN : 0231551614
Language : En, Es, Fr & De

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Book Description :

Whether we realize it or not, we think of our brains as computers. In neuroscience, the metaphor of the brain as a computer has defined the field for much of the modern era. But as neuroscientists increasingly reevaluate their assumptions about how brains work, we need a new metaphor to help us ask better questions. The computational neuroscientist Daniel Graham offers an innovative paradigm for understanding the brain. He argues that the brain is not like a single computer—it is a communication system, like the internet. Both are networks whose power comes from their flexibility and reliability. The brain and the internet both must route signals throughout their systems, requiring protocols to direct messages from just about any point to any other. But we do not yet understand how the brain manages the dynamic flow of information across its entire network. The internet metaphor can help neuroscience unravel the brain’s routing mechanisms by focusing attention on shared design principles and communication strategies that emerge from parallel challenges. Highlighting similarities between brain connectivity and the architecture of the internet can open new avenues of research and help unlock the brain’s deepest secrets. An Internet in Your Head presents a clear-eyed and engaging tour of brain science as it stands today and where the new paradigm might take it next. It offers anyone with an interest in brains a transformative new way to conceptualize what goes on inside our heads.