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Model Of Visual Working Memory Based On Visual Knowledge
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Book Synopsis Model of Visual Working Memory Based on Visual Knowledge by : Shekoofeh Hedayati Zafarghandi
Download or read book Model of Visual Working Memory Based on Visual Knowledge written by Shekoofeh Hedayati Zafarghandi and published by . This book was released on 2022 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the study of human cognition and cognitive neuroscience the concept of working memory has been a keystone capacity, which allows us to temporarily hold information, manipulate it, reproduce and store it into long term memory. From its inception as a theoretical capacity dating back to 1970's, it has been assumed that working memory draws on existing long-term memories, as is obvious from our ability to easily remember complex spatial configurations that we are already familiar with (e.g., characters, words, images). Despite widespread understanding that long term memory plays a key role in working memory, there have not yet been any computational models of how this might occur. By leveraging recent innovations in deep learning and combining them with decades of theory and behavioral data in both working memory and computational neuroscience, we provide the first model that meets this challenge. Our model describes how a neurocomputational memory system for latent representations (MLR) can store multiple items with just a single exposure to each one. The features of each item bound together, allowing each item to be individually retrieved either by its features or its sequential order. We further explored the proposed model in other theories related to working memory, such as dual coding, visual creative imagery, and visual search. The model's simulations showed that verbal code is unnecessary in a task that requires to store visual detail information. Moreover, the simulations shed light on how combinatorial imagery might occur, and what neural codes might be used in a visual search paradigm.
Book Synopsis Working Memory Capacity by : Nelson Cowan
Download or read book Working Memory Capacity written by Nelson Cowan and published by Psychology Press. This book was released on 2016-04-14 with total page 238 pages. Available in PDF, EPUB and Kindle. Book excerpt: The idea of one's memory "filling up" is a humorous misconception of how memory in general is thought to work; it actually has no capacity limit. However, the idea of a "full brain" makes more sense with reference to working memory, which is the limited amount of information a person can hold temporarily in an especially accessible form for use in the completion of almost any challenging cognitive task. This groundbreaking book explains the evidence supporting Cowan's theoretical proposal about working memory capacity, and compares it to competing perspectives. Cognitive psychologists profoundly disagree on how working memory is limited: whether by the number of units that can be retained (and, if so, what kind of units and how many), the types of interfering material, the time that has elapsed, some combination of these mechanisms, or none of them. The book assesses these hypotheses and examines explanations of why capacity limits occur, including vivid biological, cognitive, and evolutionary accounts. The book concludes with a discussion of the practical importance of capacity limits in daily life. This 10th anniversary Classic Edition will continue to be accessible to a wide range of readers and serve as an invaluable reference for all memory researchers.
Book Synopsis Information Visualization by : Colin Ware
Download or read book Information Visualization written by Colin Ware and published by Elsevier. This book was released on 2012-05-21 with total page 537 pages. Available in PDF, EPUB and Kindle. Book excerpt: Most designers know that yellow text presented against a blue background reads clearly and easily, but how many can explain why, and what really are the best ways to help others and ourselves clearly see key patterns in a bunch of data? When we use software, access a website, or view business or scientific graphics, our understanding is greatly enhanced or impeded by the way the information is presented. This book explores the art and science of why we see objects the way we do. Based on the science of perception and vision, the author presents the key principles at work for a wide range of applications--resulting in visualization of improved clarity, utility, and persuasiveness. The book offers practical guidelines that can be applied by anyone: interaction designers, graphic designers of all kinds (including web designers), data miners, and financial analysts. Complete update of the recognized source in industry, research, and academic for applicable guidance on information visualizing Includes the latest research and state of the art information on multimedia presentation More than 160 explicit design guidelines based on vision science A new final chapter that explains the process of visual thinking and how visualizations help us to think about problems Packed with over 400 informative full color illustrations, which are key to understanding of the subject
Book Synopsis Structured Representations in Visual Working Memory by : Timothy F. Brady
Download or read book Structured Representations in Visual Working Memory written by Timothy F. Brady and published by . This book was released on 2011 with total page 195 pages. Available in PDF, EPUB and Kindle. Book excerpt: How much visual information can we hold in mind at once? A large body of research has attempted to quantify the capacity of visual working memory by focusing on how many individual objects or visual features can be actively maintained in memory. This thesis presents a novel theoretical framework for understanding working memory capacity, suggesting that our memory representations are complex and structured even for simple visual displays, and formalizing such structured representations is necessary to understand the architecture and capacity of visual working memory. Chapter 1 reviews previous empirical research on visual working memory capacity, and argues that an understanding of memory capacity requires moving beyond quantifying how many items people can remember and instead focusing on the content of our memory representations. Chapter 2 argues for structured memory representations by demonstrating that we encode a summary of all of the items on a display in addition to information about particular items, and use both item and summary information to complete working memory tasks. Chapter 3 describes a computational model that formalizes the roles of perceptual organization and the encoding of summary statistics in visual working memory, and provides a way to quantify capacity even in the presence of richer, more structured memory representations. This formal framework predicts how well observers will be able to remember individual working memory displays, rather than focusing on average performance across many displays. Chapter 4 uses information theory to examine visual working memory through the framework of compression, and demonstrates that introducing regularities between items allows us to encode more colors in visual working memory. Thus, working memory capacity needs to be understood by taking into account learned knowledge, rather than simply focusing on the number of items to be remembered. Together, this research suggests that visual working memory capacity is best characterized by structured representations where prior knowledge influences how much can be stored and displays are encoded at multiple levels of abstraction.
Download or read book Visual Memory written by Timothy F. Brady and published by Routledge. This book was released on 2022 with total page 368 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Featuring contributions from world-leading researchers, this book explores the relationship between visual perception and memory. It bridges the traditionally separate fields of vision science and recognition memory and deals with an interdisciplinary set of perspectives combining research in psychology, neuroscience, and artificial intelligence. The book makes new connections between the wealth of research from each respective field, developing the idea that visuospatial memory is our best memory system. This volume traverses topics grounded in both empirical study and real-world applications, including working (short-term) memory, long-term memory, the neuroscience of memory, development of memory over the lifespan, autobiographical memories, false memories, and eyewitness testimony. It argues that an increased knowledge of how visuospatial memory works can lead to an improved understanding of the basic features of memory, as well as providing strategies for memory improvement. The book features cutting edge visual memory research, where converging methods in psychophysics, cognitive neuroscience, and computational modelling have been propelling the field forward. Visual Memory is an essential read for all students and researchers of memory and visual perception. It will also be useful for researchers and students in related fields including human-computer interaction, data visualization, cognitive science, and cognitive enhancement"--
Book Synopsis Understanding the Operation of Visual Working Memory in Rich Complex Visual Context by : Hagit Magen
Download or read book Understanding the Operation of Visual Working Memory in Rich Complex Visual Context written by Hagit Magen and published by Frontiers Media SA. This book was released on 2020-10-27 with total page 118 pages. Available in PDF, EPUB and Kindle. Book excerpt: This eBook is a collection of articles from a Frontiers Research Topic. Frontiers Research Topics are very popular trademarks of the Frontiers Journals Series: they are collections of at least ten articles, all centered on a particular subject. With their unique mix of varied contributions from Original Research to Review Articles, Frontiers Research Topics unify the most influential researchers, the latest key findings and historical advances in a hot research area! Find out more on how to host your own Frontiers Research Topic or contribute to one as an author by contacting the Frontiers Editorial Office: frontiersin.org/about/contact.
Book Synopsis The Cognitive Neuroscience of Visual Working Memory by : Natasha Sigala
Download or read book The Cognitive Neuroscience of Visual Working Memory written by Natasha Sigala and published by Frontiers Media SA. This book was released on 2017-06-02 with total page 184 pages. Available in PDF, EPUB and Kindle. Book excerpt: Visual working memory allows us to temporarily maintain and manipulate visual information in order to solve a task. The study of the brain mechanisms underlying this function began more than a half century ago, with Scoville and Milner’s (1957) seminal discoveries with amnesic patients. This timely collection of papers brings together diverse perspectives on the cognitive neuroscience of visual working memory from multiple fields that have traditionally been fairly disjointed: human neuroimaging, electrophysiological, behavioural and animal lesion studies, investigating both the developing and the adult brain.
Book Synopsis The Cognitive Neuroscience of Working Memory by : Naoyuki Osaka
Download or read book The Cognitive Neuroscience of Working Memory written by Naoyuki Osaka and published by . This book was released on 2007 with total page 418 pages. Available in PDF, EPUB and Kindle. Book excerpt: It is only relatively recently that it has been possible to study the neural processes that might underlie working memory, leading to a proliferation of research in this domain. This volume brings together leading researchers from around the world to summarise current knowledge of this field.
Book Synopsis Visual Thinking for Information Design by : Colin Ware
Download or read book Visual Thinking for Information Design written by Colin Ware and published by Morgan Kaufmann. This book was released on 2021-03-26 with total page 225 pages. Available in PDF, EPUB and Kindle. Book excerpt: Visual Thinking for Information Design, Second Edition brings the science of perception to the art of design. The book takes what we now know about perception, cognition and attention and transforms it into concrete advice that students and designers can directly apply. It demonstrates how designs can be considered as tools for cognition and extensions of the viewer’s brain in much the same way that a hammer is an extension of the user’s hand. The book includes hundreds of examples, many in the form of integrated text and full-color diagrams. Renamed from the first edition, Visual Thinking for Design, to more accurately reflect its focus on infographics, this timely revision has been updated throughout and includes more content on pattern perception, the addition of new material illustrating color assimilation, and a new chapter devoted to communicating ideas through images. Presents visual thinking as a complex process that can be supported in every stage using specific design techniques Provides practical, task-oriented information for designers and software developers charged with design responsibilities Includes hundreds of examples, many in the form of integrated text and full-color diagrams Steeped in the principles of “active vision, which views graphic designs as cognitive tools Features a new chapter titled Communicating Ideas with Images that focuses on a new emerging theory of human cognition and how that theory, which deals with the construction and refinement of predictive mental models in the mind, provides a solid foundation for reasoning about what should go into a presentation
Download or read book Visual Memory written by Timothy F. Brady and published by Routledge. This book was released on 2022-03-29 with total page 381 pages. Available in PDF, EPUB and Kindle. Book excerpt: Featuring contributions from world-leading researchers, this book explores the relationship between visual perception and memory. It bridges the traditionally separate fields of vision science and recognition memory and deals with an interdisciplinary set of perspectives combining research in psychology, neuroscience, and artificial intelligence. The book makes new connections between the wealth of research from each respective field, developing the idea that visuospatial memory is our best memory system. This volume traverses topics grounded in both empirical study and real-world applications, including working (short-term) memory, long-term memory, the neuroscience of memory, development of memory over the lifespan, autobiographical memories, false memories, and eyewitness testimony. It argues that an increased knowledge of how visuospatial memory works can lead to an improved understanding of the basic features of memory, as well as providing strategies for memory improvement. The book features cutting edge visual memory research, where converging methods in psychophysics, cognitive neuroscience, and computational modeling have been propelling the field forward. Visual Memory is an essential read for all students and researchers of memory and visual perception. It will also be useful for researchers and students in related fields including human-computer interaction, data visualization, cognitive science, and cognitive enhancement.
Book Synopsis The Visual World in Memory by : James R. Brockmole
Download or read book The Visual World in Memory written by James R. Brockmole and published by Psychology Press. This book was released on 2008-10-07 with total page 607 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book examines how well we remember what we see. Research in human memory for visual material varies tremendously across the time scales, stimuli, and scenarios of interest. Because of these distinct pursuits, research in the field of 'visual memory' is in practice rather compartmentalized and as such is disseminated across a range of literatures. The Visual World in Memory pulls together this disparate field with a series of chapters, each written by a leading expert, that concisely present the state-of-the-science in all the areas of research. The result is a single source of information that bridges the divides that separate the field as a whole. Each chapter reviews and analyzes current theories and controversies regarding such issues as visual and spatial working memory, memory for visual features, conjunctions, objects, and locations, memory for faces, memory for real-world scenes, memory for visual events, the role of visual memory in motor planning and action, the relationship between visual memory, reference frames, and navigation, and visual imagery. The rigorous discussion and analysis included in each chapter will appeal to established researchers and vision scientists whilst the breadth of the book will make it an ideal companion for students learning about memory.
Download or read book On Intelligence written by Jeff Hawkins and published by Macmillan. This book was released on 2007-04-01 with total page 276 pages. Available in PDF, EPUB and Kindle. Book excerpt: From the inventor of the PalmPilot comes a new and compelling theory of intelligence, brain function, and the future of intelligent machines Jeff Hawkins, the man who created the PalmPilot, Treo smart phone, and other handheld devices, has reshaped our relationship to computers. Now he stands ready to revolutionize both neuroscience and computing in one stroke, with a new understanding of intelligence itself. Hawkins develops a powerful theory of how the human brain works, explaining why computers are not intelligent and how, based on this new theory, we can finally build intelligent machines. The brain is not a computer, but a memory system that stores experiences in a way that reflects the true structure of the world, remembering sequences of events and their nested relationships and making predictions based on those memories. It is this memory-prediction system that forms the basis of intelligence, perception, creativity, and even consciousness. In an engaging style that will captivate audiences from the merely curious to the professional scientist, Hawkins shows how a clear understanding of how the brain works will make it possible for us to build intelligent machines, in silicon, that will exceed our human ability in surprising ways. Written with acclaimed science writer Sandra Blakeslee, On Intelligence promises to completely transfigure the possibilities of the technology age. It is a landmark book in its scope and clarity.
Book Synopsis Learning Through Visual Displays by : Gregory Schraw
Download or read book Learning Through Visual Displays written by Gregory Schraw and published by IAP. This book was released on 2013-07-01 with total page 460 pages. Available in PDF, EPUB and Kindle. Book excerpt: The purpose of the volume is to explore the theory, development and use of visual displays and graphic organizers to improve instruction, learning and research. We anticipate five sections that address (1) frameworks for understanding different types of displays, (2) research-tested guidelines for constructing displays, (3) empirically-based instructional applications, (4) using displays to promote research and theory development, and (5) using displays to report test and research data to improve consumer understanding. Authors represent a variety of perspectives and areas of expertise, including instructional psychology, information technology, and research methodologies. The volume is divided into four sections. Section 1 provides a conceptual overview of previous research, as well as the contents of the current volume. Section 2 includes theoretical perspectives on the design and instructional uses of visual displays from major theorists in the field. These chapters discuss ways that visual displays enhance general cognition and information processing. Section 3 provides eight chapters that address the use of visual displays to enhance student learning. These chapters provide examples of how to organize content and use visual displays in a variety of ways in the real and virtual classroom. Section 4 includes three chapters that discuss ways that visual displays may enhance the research process, but especially improved data display.
Book Synopsis Discovering the Brain by : National Academy of Sciences
Download or read book Discovering the Brain written by National Academy of Sciences and published by National Academies Press. This book was released on 1992-01-01 with total page 195 pages. Available in PDF, EPUB and Kindle. Book excerpt: The brain ... There is no other part of the human anatomy that is so intriguing. How does it develop and function and why does it sometimes, tragically, degenerate? The answers are complex. In Discovering the Brain, science writer Sandra Ackerman cuts through the complexity to bring this vital topic to the public. The 1990s were declared the "Decade of the Brain" by former President Bush, and the neuroscience community responded with a host of new investigations and conferences. Discovering the Brain is based on the Institute of Medicine conference, Decade of the Brain: Frontiers in Neuroscience and Brain Research. Discovering the Brain is a "field guide" to the brainâ€"an easy-to-read discussion of the brain's physical structure and where functions such as language and music appreciation lie. Ackerman examines: How electrical and chemical signals are conveyed in the brain. The mechanisms by which we see, hear, think, and pay attentionâ€"and how a "gut feeling" actually originates in the brain. Learning and memory retention, including parallels to computer memory and what they might tell us about our own mental capacity. Development of the brain throughout the life span, with a look at the aging brain. Ackerman provides an enlightening chapter on the connection between the brain's physical condition and various mental disorders and notes what progress can realistically be made toward the prevention and treatment of stroke and other ailments. Finally, she explores the potential for major advances during the "Decade of the Brain," with a look at medical imaging techniquesâ€"what various technologies can and cannot tell usâ€"and how the public and private sectors can contribute to continued advances in neuroscience. This highly readable volume will provide the public and policymakersâ€"and many scientists as wellâ€"with a helpful guide to understanding the many discoveries that are sure to be announced throughout the "Decade of the Brain."
Book Synopsis The Development of Working Memory by : Anik de Ribaupierre
Download or read book The Development of Working Memory written by Anik de Ribaupierre and published by Psychology Press. This book was released on 1994 with total page 218 pages. Available in PDF, EPUB and Kindle. Book excerpt: This Special Issue of the International Journal of Behavioral Development brings together research on the development of working memory that arises within two quite different approaches.
Download or read book Working Memory written by Robert Logie and published by Oxford University Press, USA. This book was released on 2021-01-05 with total page 465 pages. Available in PDF, EPUB and Kindle. Book excerpt: Working memory refers to how we keep track of what we are doing moment to moment throughout our waking lives. This book brings together in one volume, state-of-the-science chapters written by the most productive and well known working memory researchers worldwide.
Book Synopsis The Cambridge Handbook of Visuospatial Thinking by : Priti Shah
Download or read book The Cambridge Handbook of Visuospatial Thinking written by Priti Shah and published by Cambridge University Press. This book was released on 2005-07-25 with total page 584 pages. Available in PDF, EPUB and Kindle. Book excerpt: Publisher Description
