Neural Plasticity For Rich And Uncertain Robotic Information Streams

Author : Andrea Soltoggio,Frank van der Velde
Publisher : Frontiers Media SA
Page : 85 pages
File Size : 47,5 Mb
Release : 2016-10-31
Category : Neurosciences. Biological psychiatry. Neuropsychiatry
ISBN : 9782889199952

Get Book

Neural Plasticity for Rich and Uncertain Robotic Information Streams by Andrea Soltoggio,Frank van der Velde Pdf

Models of adaptation and neural plasticity are often demonstrated in robotic scenarios with heavily pre-processed and regulated information streams to provide learning algorithms with appropriate, well timed, and meaningful data to match the assumptions of learning rules. On the contrary, natural scenarios are often rich of raw, asynchronous, overlapping and uncertain inputs and outputs whose relationships and meaning are progressively acquired, disambiguated, and used for further learning. Therefore, recent research efforts focus on neural embodied systems that rely less on well timed and pre-processed inputs, but rather extract autonomously relationships and features in time and space. In particular, realistic and more complete models of plasticity must account for delayed rewards, noisy and ambiguous data, emerging and novel input features during online learning. Such approaches model the progressive acquisition of knowledge into neural systems through experience in environments that may be affected by ambiguities, uncertain signals, delays, or novel features.

Author : Anonim
Publisher : Unknown
Page : 0 pages
File Size : 40,6 Mb
Release : 2016
Category : Electronic
ISBN : OCLC:1368433642

Get Book

Neural Plasticity for Rich and Uncertain Robotic Information Streams by Anonim Pdf

Models of adaptation and neural plasticity are often demonstrated in robotic scenarios with heavily pre-processed and regulated information streams to provide learning algorithms with appropriate, well timed, and meaningful data to match the assumptions of learning rules. On the contrary, natural scenarios are often rich of raw, asynchronous, overlapping and uncertain inputs and outputs whose relationships and meaning are progressively acquired, disambiguated, and used for further learning. Therefore, recent research efforts focus on neural embodied systems that rely less on well timed and pre-processed inputs, but rather extract autonomously relationships and features in time and space. In particular, realistic and more complete models of plasticity must account for delayed rewards, noisy and ambiguous data, emerging and novel input features during online learning. Such approaches model the progressive acquisition of knowledge into neural systems through experience in environments that may be affected by ambiguities, uncertain signals, delays, or novel features.

Author : Chao Yu Peter Chen
Publisher : National Library of Canada = Bibliothèque nationale du Canada
Page : 316 pages
File Size : 42,9 Mb
Release : 1995
Category : Electronic
ISBN : 0612074382

Get Book

Performance Improvement of Uncertain Robotic Systems Using Neural Networks [microform] : Analysis and Experiment by Chao Yu Peter Chen Pdf

Author : Andy Clark
Publisher : Oxford University Press, USA
Page : 425 pages
File Size : 43,7 Mb
Release : 2016
Category : Medical
ISBN : 9780190217013

Get Book

Surfing Uncertainty by Andy Clark Pdf

This title brings together work on embodiment, action, and the predictive mind. At the core is the vision of human minds as prediction machines - devices that constantly try to stay one step ahead of the breaking waves of sensory stimulation, by actively predicting the incoming flow. In every situation we encounter, that complex prediction machinery is already buzzing, proactively trying to anticipate the sensory barrage. The book shows in detail how this strange but potent strategy of self-anticipation ushers perception, understanding, and imagination simultaneously onto the cognitive stage.

Author : Dustin Stokes,Mohan Matthen,Stephen Biggs
Publisher : Oxford University Press
Page : 352 pages
File Size : 51,7 Mb
Release : 2014-08-28
Category : Philosophy
ISBN : 9780199381616

Get Book

Perception and Its Modalities by Dustin Stokes,Mohan Matthen,Stephen Biggs Pdf

This volume is about the many ways we perceive. In nineteen new essays, philosophers and cognitive scientists explore the nature of the individual senses, how and what they tell us about the world, and how they interrelate. They consider how the senses extract perceptual content from receptoral information and what kinds of objects we perceive and whether multiple senses ever perceive a single event. Questions pertaining to how many senses we have, what makes one sense distinct from another, and whether and why distinguishing senses may be useful feature prominently. Contributors examine the extent to which the senses act in concert, rather than as discrete modalities, and whether this influence is epistemically pernicious, neutral, or beneficial. Many of the essays engage with the idea that it is unduly restrictive to think of perception as a collation of contents provided by individual sense modalities. Rather, contributors contend that to understand perception properly we need to build into our accounts the idea that the senses work together. In doing so, they aim to develop better paradigms for understanding the senses and thereby to move toward a better understanding of perception.

Author : Anonim
Publisher : Unknown
Page : 1134 pages
File Size : 49,6 Mb
Release : 1989
Category : Aeronautics
ISBN : UIUC:30112075701695

Get Book

Scientific and Technical Aerospace Reports by Anonim Pdf

Author : Jussi Parikka
Publisher : John Wiley & Sons
Page : 224 pages
File Size : 51,9 Mb
Release : 2013-04-23
Category : Social Science
ISBN : 9780745661391

Get Book

What is Media Archaeology? by Jussi Parikka Pdf

This cutting-edge text offers an introduction to the emerging field of media archaeology and analyses the innovative theoretical and artistic methodology used to excavate current media through its past. Written with a steampunk attitude, What is Media Archaeology? examines the theoretical challenges of studying digital culture and memory and opens up the sedimented layers of contemporary media culture. The author contextualizes media archaeology in relation to other key media studies debates including software studies, German media theory, imaginary media research, new materialism and digital humanities. What is Media Archaeology? advances an innovative theoretical position while also presenting an engaging and accessible overview for students of media, film and cultural studies. It will be essential reading for anyone interested in the interdisciplinary ties between art, technology and media.

Author : Laurence J. Kirmayer,Carol M. Worthman,Shinobu Kitayama,Robert Lemelson,Constance A. Cummings
Publisher : Cambridge University Press
Page : 0 pages
File Size : 52,5 Mb
Release : 2022-08-04
Category : Psychology
ISBN : 1108705960

Get Book

Culture, Mind, and Brain by Laurence J. Kirmayer,Carol M. Worthman,Shinobu Kitayama,Robert Lemelson,Constance A. Cummings Pdf

Recent neuroscience research makes it clear that human biology is cultural biology - we develop and live our lives in socially constructed worlds that vary widely in their structure values, and institutions. This integrative volume brings together interdisciplinary perspectives from the human, social, and biological sciences to explore culture, mind, and brain interactions and their impact on personal and societal issues. Contributors provide a fresh look at emerging concepts, models, and applications of the co-constitution of culture, mind, and brain. Chapters survey the latest theoretical and methodological insights alongside the challenges in this area, and describe how these new ideas are being applied in the sciences, humanities, arts, mental health, and everyday life. Readers will gain new appreciation of the ways in which our unique biology and cultural diversity shape behavior and experience, and our ongoing adaptation to a constantly changing world.

Author : Marc L. Zeise
Publisher : Springer Nature
Page : 324 pages
File Size : 45,7 Mb
Release : 2020-11-30
Category : Psychology
ISBN : 9783030476458

Get Book

Neuroscience for Psychologists by Marc L. Zeise Pdf

This textbook is intended to give an introduction to neuroscience for students and researchers with no biomedical background. Primarily written for psychologists, this volume is a digest giving a rapid but solid overview for people who want to inform themselves about the core fields and core concepts in neuroscience but don’t need so many anatomical or biochemical details given in “classical” textbooks for future doctors or biologists. It does not require any previous knowledge in basic science, such as physics or chemistry. On the other hand, it contains chapters that do go beyond the issues dealt with in most neuroscience textbooks: One chapter about mathematical modelling in neuroscience and another about “tools of neuroscience” explaining important methods. The book is divided in two parts. The first part presents core concepts in neuroscience: Electrical Signals in the Nervous System Basics of Neuropharmacology Neurotransmitters The second part presents an overview of the neuroscience fields of special interest for psychology: Clinical Neuropharmacology Inputs, Outputs and Multisensory Processing Neural Plasticity in Humans Mathematical Modeling in Neuroscience Subjective Experience and its Neural Basis The last chapter, “Tools of Neuroscience” presents important methodogical approaches in neuroscience with a special focus on brain imaging. Neuroscience for Psychologists aims to fill a gap in the teaching literature by providing an introductory text for psychology students that can also be used in other social sciences courses, as well as a complement in courses of neurophysiology, neuropharmacology or similar in careers outside as well as inside biological or medical fields. Students of data sciences, chemistry and physics as well as engineering interested in neuroscience will also profit from the text.

Author : Angelo Cangelosi,Matthew Schlesinger
Publisher : MIT Press
Page : 427 pages
File Size : 40,6 Mb
Release : 2015-01-09
Category : Technology & Engineering
ISBN : 9780262028011

Get Book

Developmental Robotics by Angelo Cangelosi,Matthew Schlesinger Pdf

A comprehensive overview of an interdisciplinary approach to robotics that takes direct inspiration from the developmental and learning phenomena observed in children's cognitive development. Developmental robotics is a collaborative and interdisciplinary approach to robotics that is directly inspired by the developmental principles and mechanisms observed in children's cognitive development. It builds on the idea that the robot, using a set of intrinsic developmental principles regulating the real-time interaction of its body, brain, and environment, can autonomously acquire an increasingly complex set of sensorimotor and mental capabilities. This volume, drawing on insights from psychology, computer science, linguistics, neuroscience, and robotics, offers the first comprehensive overview of a rapidly growing field. After providing some essential background information on robotics and developmental psychology, the book looks in detail at how developmental robotics models and experiments have attempted to realize a range of behavioral and cognitive capabilities. The examples in these chapters were chosen because of their direct correspondence with specific issues in child psychology research; each chapter begins with a concise and accessible overview of relevant empirical and theoretical findings in developmental psychology. The chapters cover intrinsic motivation and curiosity; motor development, examining both manipulation and locomotion; perceptual development, including face recognition and perception of space; social learning, emphasizing such phenomena as joint attention and cooperation; language, from phonetic babbling to syntactic processing; and abstract knowledge, including models of number learning and reasoning strategies. Boxed text offers technical and methodological details for both psychology and robotics experiments.

Author : Nicholas Carr
Publisher : W. W. Norton & Company
Page : 256 pages
File Size : 43,5 Mb
Release : 2011-06-06
Category : Science
ISBN : 0393079368

Get Book

The Shallows: What the Internet Is Doing to Our Brains by Nicholas Carr Pdf

Finalist for the 2011 Pulitzer Prize in General Nonfiction: “Nicholas Carr has written a Silent Spring for the literary mind.”—Michael Agger, Slate “Is Google making us stupid?” When Nicholas Carr posed that question, in a celebrated Atlantic Monthly cover story, he tapped into a well of anxiety about how the Internet is changing us. He also crystallized one of the most important debates of our time: As we enjoy the Net’s bounties, are we sacrificing our ability to read and think deeply? Now, Carr expands his argument into the most compelling exploration of the Internet’s intellectual and cultural consequences yet published. As he describes how human thought has been shaped through the centuries by “tools of the mind”—from the alphabet to maps, to the printing press, the clock, and the computer—Carr interweaves a fascinating account of recent discoveries in neuroscience by such pioneers as Michael Merzenich and Eric Kandel. Our brains, the historical and scientific evidence reveals, change in response to our experiences. The technologies we use to find, store, and share information can literally reroute our neural pathways. Building on the insights of thinkers from Plato to McLuhan, Carr makes a convincing case that every information technology carries an intellectual ethic—a set of assumptions about the nature of knowledge and intelligence. He explains how the printed book served to focus our attention, promoting deep and creative thought. In stark contrast, the Internet encourages the rapid, distracted sampling of small bits of information from many sources. Its ethic is that of the industrialist, an ethic of speed and efficiency, of optimized production and consumption—and now the Net is remaking us in its own image. We are becoming ever more adept at scanning and skimming, but what we are losing is our capacity for concentration, contemplation, and reflection. Part intellectual history, part popular science, and part cultural criticism, The Shallows sparkles with memorable vignettes—Friedrich Nietzsche wrestling with a typewriter, Sigmund Freud dissecting the brains of sea creatures, Nathaniel Hawthorne contemplating the thunderous approach of a steam locomotive—even as it plumbs profound questions about the state of our modern psyche. This is a book that will forever alter the way we think about media and our minds.

Author : International Commission on the Futures of Education
Publisher : UNESCO Publishing
Page : 185 pages
File Size : 43,6 Mb
Release : 2021-11-06
Category : Political Science
ISBN : 9789231004780

Get Book

Reimagining our futures together by International Commission on the Futures of Education Pdf

The interwoven futures of humanity and our planet are under threat. Urgent action, taken together, is needed to change course and reimagine our futures.

Author : Kevin J. Mitchell
Publisher : Princeton University Press
Page : 305 pages
File Size : 49,5 Mb
Release : 2020-03-31
Category : Psychology
ISBN : 9780691204154

Get Book

Innate by Kevin J. Mitchell Pdf

"What makes you the way you are--and what makes each of us different from everyone else? In Innate, leading neuroscientist and popular science blogger Kevin Mitchell traces human diversity and individual differences to their deepest level: in the wiring of our brains. Deftly guiding us through important new research, including his own groundbreaking work, he explains how variations in the way our brains develop before birth strongly influence our psychology and behavior throughout our lives, shaping our personality, intelligence, sexuality, and even the way we perceive the world. We all share a genetic program for making a human brain, and the program for making a brain like yours is specifically encoded in your DNA. But, as Mitchell explains, the way that program plays out is affected by random processes of development that manifest uniquely in each person, even identical twins. The key insight of Innate is that the combination of these developmental and genetic variations creates innate differences in how our brains are wired--differences that impact all aspects of our psychology--and this insight promises to transform the way we see the interplay of nature and nurture. Innate also explores the genetic and neural underpinnings of disorders such as autism, schizophrenia, and epilepsy, and how our understanding of these conditions is being revolutionized. In addition, the book examines the social and ethical implications of these ideas and of new technologies that may soon offer the means to predict or manipulate human traits. Compelling and original, Innate will change the way you think about why and how we are who we are."--Provided by the publisher.

Author : Thomas Poell,David B. Nieborg,Brooke Erin Duffy
Publisher : John Wiley & Sons
Page : 260 pages
File Size : 40,9 Mb
Release : 2021-10-14
Category : Social Science
ISBN : 9781509540525

Get Book

Platforms and Cultural Production by Thomas Poell,David B. Nieborg,Brooke Erin Duffy Pdf

The widespread uptake of digital platforms – from YouTube and Instagram to Twitch and TikTok – is reconfiguring cultural production in profound, complex, and highly uneven ways. Longstanding media industries are experiencing tremendous upheaval, while new industrial formations – live-streaming, social media influencing, and podcasting, among others – are evolving at breakneck speed. Poell, Nieborg, and Duffy explore both the processes and the implications of platformization across the cultural industries, identifying key changes in markets, infrastructures, and governance at play in this ongoing transformation, as well as pivotal shifts in the practices of labor, creativity, and democracy. The authors foreground three particular industries – news, gaming, and social media creation – and also draw upon examples from music, advertising, and more. Diverse in its geographic scope, Platforms and Cultural Production builds on the latest research and accounts from across North America, Western Europe, Southeast Asia, and China to reveal crucial differences and surprising parallels in the trajectories of platformization across the globe. Offering a novel conceptual framework grounded in illuminating case studies, this book is essential for students, scholars, policymakers, and practitioners seeking to understand how the institutions and practices of cultural production are transforming – and what the stakes are for understanding platform power.

Author : Miguel A. L. Nicolelis
Publisher : CRC Press
Page : 308 pages
File Size : 50,5 Mb
Release : 2007-12-03
Category : Medical
ISBN : 9781420006414

Get Book

Methods for Neural Ensemble Recordings by Miguel A. L. Nicolelis Pdf

Extensively updated and expanded, this second edition of a bestseller distills the current state-of-the-science and provides the nuts and bolts foundation of the methods involved in this rapidly growing science. With contributions from pioneering researchers, it includes microwire array design for chronic neural recordings, new surgical techniques for chronic implantation, microelectrode microstimulation of brain tissue, multielectrode recordings in the somatosensory system and during learning, as well as recordings from the central gustatory-reward pathways. It explores the use of Brain-Machine Interface to restore neurological function and proposes conceptual and technical approaches to human neural ensemble recordings in the future.