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Books > Social sciences > Psychology > Experimental psychology

If (Paperback, New): Jonathan Evans, David Over If (Paperback, New)
Jonathan Evans, David Over
R3,774 Discovery Miles 37 740 Ships in 10 - 15 working days

'If' is one of the most important and interesting words in the English language. It is used to express hypothetical thought - an essential part of human reasoning and decision making. This type of thought occurs wherever there is uncertainty, and uncertainty is everywhere in our lives. The use of conditional terms such as 'if' also distinguishes human intelligence from that of all other animals, permitting a higher level of rationality in human reasoning and decision making. Until now, such conditionals have been the subject of independent study by psychologists and philosophers. In this volume, Jonathan Evans and David Over present a new theoretical approach to understanding hypothetical thought. The book draws on studies from the psychology of judgement and decision making, as well as philosophical logic. A new volume in the acclaimed Oxford Cognitive Science series, 'If' will be an important book for both psychologists and philosophers interested in human reasoning. Advance praise for If: "This book brings together a wealth of work in cognitive psychology and will be valuable to both psychologists and philosophers. There is not, as far as I know, another book which covers this ground." Professor Dorothy Edgington, Dept of Philosophy, University of Oxford "This is a wonderful book. It is excellently written and provides convincing arguments for a new perspective on conditionals." Dr Klaus Oberauer, Department of Psychology, University of Potsdam, Germany

Cognitive Behavioural Processes across Psychological Disorders - A transdiagnostic approach to research and treatment... Cognitive Behavioural Processes across Psychological Disorders - A transdiagnostic approach to research and treatment (Paperback, New)
Allison Harvey, Edward Watkins, Warren Mansell, Roz Shafran
R2,585 Discovery Miles 25 850 Ships in 12 - 19 working days

Cognitive Behavioural Therapy (CBT) has established itself as one of the most effective therapies for treating a wide range of psychological disorders. However, research and treatment in this field typically adopts a DSM driven 'disorder-focused' approach - researchers and clinicians target a specific disorder, try to understand its aetiology and maintenance, and try to develop more effective strategies to treat the disorder. This book proposes an insightful and original approach to understanding these disorders, one that focuses on what they have in common. Instead of examining in isolation, for example, obsessive compulsive disorders, insomnia, schizophrenia, it asks - what do patients with these disorders have in common? It takes each cognitive and behavioural process - attention, memory, reasoning, thought, behaviour, and examines whether it is a transdiagnostic process - i.e., serves to maintain a broad range of psychological disorders. Having shown how these disorders share several important processes, it then describes the practical implications of such an approach to diagnosis and treatment. Importantly it explores why the different psychological disorders can present so differently, despite being maintained by the same cognitive and behavioural processes. It also provides an account of the high rates of comorbidity observed among the different disorders. This book provides a novel review and integration of the empirical literature and gives clinicians and researchers a valuable new theoretical base for assessing and treating psychological disorders.

Elements of Psychophysical Theory (Paperback, Revised): Jean-Claude Falmagne Elements of Psychophysical Theory (Paperback, Revised)
Jean-Claude Falmagne
R1,982 Discovery Miles 19 820 Ships in 12 - 19 working days

This book presents the basic concepts of classical psychophysics, derived from Gustav Fechner, as seen from the perspective of modern measurement theory. The theoretical discussion is elucidated with examples and numerous problems, and solutions to one-quarter of the problems are provided in the text.

The Developing Visual Brain (Paperback, Revised): Janette Atkinson Dr. The Developing Visual Brain (Paperback, Revised)
Janette Atkinson Dr.
R591 Discovery Miles 5 910 Ships in 10 - 15 working days

One of the most dramatic areas of development in early human life is that of vision. Whereas vision plays a relatively minor role in the world of the newborn infant, by 6 months it has assumed the position as a dominant sense and forms the basis of later perceptual, cognitive, and social development.

From a world leader in the study of visual development in human infants comes a major new work, condensing a lifetime of work in this area - The developing visual brain. Drawing on over 20 years of cutting edge research in the Visual Develoment Units in Cambridge and University College London, the book provides the definitive account of what we know about the developing visual system, and the problems that can occur during development. The book reviews, evaluates, and sets in context the exciting progress being made in this area, and additionally suggests new areas for research.

Written to be accessible for advanced undergraduates, graduate students, and researchers in psychology, the neurosciences, optometry, and visual science, The developing visual brain represents an important new addition to the literature on vision.

The Science and Psychology of Music Performance - Creative Strategies for Teaching and Learning (Hardcover): Richard Parncutt,... The Science and Psychology of Music Performance - Creative Strategies for Teaching and Learning (Hardcover)
Richard Parncutt, Gary McPherson
R2,181 Discovery Miles 21 810 Ships in 12 - 19 working days

Music educators and practicing musicians have failed to benefit as much as they could from the past two decades of music psychology research. In this volume, Parncutt and McPherson propose to improve the situation by describing new approaches, informed by recent psychological research, to teaching music, learning music, and making music at all educational levels. Each chapter represents the collaboration between a music psychologist and a music educator. The articles begin by outlining music-psychological issues that are probably unfamiliar to musicians and music educators. Then, they propose teaching strategies and materials inspired by the psychologists' findings. The volume's twenty-one articles cover the broad issues of "the developing musician", "subskills of musical performance", and "instruments and ensembles".

The Handbook of Behavior Change (Hardcover): Martin S. Hagger, Linda D. Cameron, Kyra Hamilton, Nelli Hankonen, Taru Lintunen The Handbook of Behavior Change (Hardcover)
Martin S. Hagger, Linda D. Cameron, Kyra Hamilton, Nelli Hankonen, Taru Lintunen
R5,761 Discovery Miles 57 610 Ships in 12 - 19 working days

Social problems in many domains, including health, education, social relationships, and the workplace, have their origins in human behavior. The documented links between behavior and social problems have compelled governments and organizations to prioritize and mobilize efforts to develop effective, evidence-based means to promote adaptive behavior change. In recognition of this impetus, The Handbook of Behavior Change provides comprehensive coverage of contemporary theory, research, and practice on behavior change. It summarizes current evidence-based approaches to behavior change in chapters authored by leading theorists, researchers, and practitioners from multiple disciplines, including psychology, sociology, behavioral science, economics, philosophy, and implementation science. It is the go-to resource for researchers, students, practitioners, and policy makers looking for current knowledge on behavior change and guidance on how to develop effective interventions to change behavior.

Attention: Selection, Awareness, and Control - A Tribute to Donald Broadbent (Paperback, 1st Paperback Ed): Alan Baddeley,... Attention: Selection, Awareness, and Control - A Tribute to Donald Broadbent (Paperback, 1st Paperback Ed)
Alan Baddeley, Lawrence Weiskrantz
R4,508 Discovery Miles 45 080 Ships in 12 - 19 working days

Donald Broadbent made a major and lasting contribution to the field of applied psychology during his long career. This book brings together many other leaders in the field, who describe the impact of Broadbent's work on their own research, and the new developments which resulted. It is a collection of authoritative reviews as well as a tribute to one of the most important researchers in experimental psychology.

Response Times - Their Role in Inferring Elementary Mental Organization (Paperback, New Ed): R.Duncan Luce Response Times - Their Role in Inferring Elementary Mental Organization (Paperback, New Ed)
R.Duncan Luce
R3,608 Discovery Miles 36 080 Ships in 12 - 19 working days

Written by a distinguished experimental psychologist, this authoritative volume provides a clear, well-balanced, and comprehensive treatment of the mathematical theory of human response time and the role it plays in our understanding of the mind's structure. Focusing on the conceptual issues entailed in the modelling of response time, Professor Luce rigorously reviews the relevant experimental data and discusses the importance of analyzing data in terms of the hazard function.

Optogenetics - From Neuronal Function to Mapping and Disease Biology (Hardcover): Krishnarao Appasani Optogenetics - From Neuronal Function to Mapping and Disease Biology (Hardcover)
Krishnarao Appasani
R4,772 Discovery Miles 47 720 Ships in 12 - 19 working days

Discovered little more than a decade ago, optogenetics - a revolutionary technique combining genetic and optical methods to observe and control the function of neurons - is now a widely used research tool. Optogenetics-driven research has led to insights into Parkinson's disease and other neurological and psychiatric disorders. With contributions from leaders and innovators from both academia and industry, this volume explores the discovery and application of optogenetics, from the basic science to its potential clinical use. Chapters cover a range of optogenetics applications, including for brain circuits, plasticity, memory, learning, sleep, vision and neurodegenerative and neuropsychiatric diseases. Providing authoritative coverage of the huge potential that optogenetics research carries, this is an ideal resource for researchers and graduate students, as well as for those working in the biotechnology and pharmaceutical industries and in a clinical setting.

Building Experiments in PsychoPy (Paperback, 2nd Revised edition): Jonathan Peirce, Rebecca Hirst, Michael Macaskill Building Experiments in PsychoPy (Paperback, 2nd Revised edition)
Jonathan Peirce, Rebecca Hirst, Michael Macaskill
R1,345 Discovery Miles 13 450 Ships in 9 - 17 working days

PsychoPy is an open-source software package for creating rich, dynamic experiments in psychology, neuroscience and linguistics. Written by its creator, this book walks you through the steps of building experiments in PsychoPy, from using images to discovering lesser-known features, and from analysing data to debugging your experiment. Divided into three parts and with unique extension exercises to guide you at whatever level you are at, this textbook is the perfect tool for teaching practical undergraduate classes on research methods, as well as acting as a comprehensive reference text for the professional scientist. Essential reading for anyone using PsychoPy software, the second edition has been fully updated and includes multiple new chapters about features included in recent versions of PsychoPy, including running studies online and collecting survey data. Part I teaches you all the basic skills you need (and some more advanced tips along the way) to design experiments in behavioral sciences. Each chapter introduces anew concept but will offer a series of working experiments that you can build on. Part II presents more details important for professional scientists intending to use PsychoPy for published research. This part is recommended reading for science professionals in any discipline. Part III covers a range of specialist topics, such as those doing fMRI research, or those studying visual perception. "This book fills an incredibly important gap in the field. Many users of PsychoPy will be excited to learn that there is now a highly accessible and well-designed written guide to refine their skills." - Susanne Quadflieg, University of Bristol

Biology and Emotion (Paperback): Neil McNaughton Biology and Emotion (Paperback)
Neil McNaughton
R1,535 Discovery Miles 15 350 Ships in 12 - 19 working days

There have been rapid and important advances in all behavioural sciences in recent years. These advances have in one sense been very diverse and specialised - sufficiently so for a scientist to quickly lose touch with the current concerns of even neighbouring researches: but in some cases the developments have seemed also to be fundamental and perhaps convergent, with implications across a range of disciplines. In either case there is a real, and increasing, need for scientists to communicate their discoveries and to a new generation of students in their own. Problems in the Behavioural Sciences is designed to meet this need. The books are by leading researchers, and deal with problems or topics that are attracting a special current interest. The central subject matter is psychology, but many of the issues will need to be pursued across existing (and fluid) boundaries between psychology and other behavioural sciences like physiology, pharmacology, sociology, ethology and linguistics. The central idea of this book is that biology, and particularly evolution, provides the best starting point for the study of emotion. In particular, it is argued that all the conventional properties of emotion such as expression, feeling, and motivation can be considered in a scientific manner, and useful conclusions drawn therefrom. The major part of the book involves the application of this central idea to a wide variety of the phenomena of emotion. The resultant review should be useful as an undergraduate text, and so explanations in the text are aimed at the non-specialist. At the same time, the specific conclusions drawn in the book should be of interest to all those who do research on emotion, and particularly those who need a solid framework on which to base interdisciplinary studies. Biology and Emotion differs from the majority of books in the field in that it does not present a specific theory of emotion. The material covered is therefore more general than is often the case, and has not been selected to support a particular point of view. It combines an organised, yet artheoretical, approach with coverage of both animal and human emotions.

Perception - A multisensory perspective (Paperback): Nicola Bruno, Francesco Pavani Perception - A multisensory perspective (Paperback)
Nicola Bruno, Francesco Pavani
R2,080 Discovery Miles 20 800 Ships in 12 - 19 working days

The world of perception is multisensory. Even a simple task such as judging the position of a light in a dark room depends not only on vision but also on sensory signals about the position of our body in space. Likewise, how we experience food depends on sensory signals originating from the mouth, but also from nose signals, and even vision and hearing. However, traditional books on perception still discuss each of the "senses" separately. This book takes a different stance: it defines perception as intrinsically multisensory from the start and examines multisensory interactions as key process behind how we perceive our own body, control its movements, perceive and recognise objects, respond to edible objects, perceive space, and perceive time. In addition, the book discusses multisensory processing in synaesthesia, multisensory attention, and the role of multisensory processing in learning. As an introduction to multisensory perception, this book is essential reading for students in psychology, philosophy, and neuroscience at the advanced undergraduate to postgraduate levels. As the chapters address topics that are often left out of standard textbooks, this book will also serve as a useful reference for specialist perception scientists and clinicians. Finally, as a monograph understandable to the educated non-specialist this book will also be of interest to professionals who need to take into account multisensory processing in domains such as, for instance, physiotherapy, neurological rehabilitation, human-computer interfaces, marketing, or the design of products and services.

Elements of Episodic Memory (Paperback, Revised): Endel Tulving Elements of Episodic Memory (Paperback, Revised)
Endel Tulving
R2,258 Discovery Miles 22 580 Ships in 10 - 15 working days

Elements of Episodic Memory was a seminal text in the memory literature, highly cited and influential. It has been unavailable for some years, but is now back in print as in its original form, with this reissue. The book examines the critical role that retrieval processes play in remembering. It proposes that the nature of recollective experience is determined by the interaction between the 'episodic' trace information and the 'semantic' retrieval information. This basic theme is elaborated by tracing the development of the ideas considering relevant empirical evidence, relating a proposed theoretical framework to the ideas held by other theorists, and dealing with criticisms advanced by others. These issues are discussed from two perspectives. Firstly, from the point of view of 'detached science': the emphasis here is on ideas, hypotheses, evidence, logic and theory. The second is a personal commentary on the development of ideas at the first viewpoint, and provides observations about the psychology and sociology of a developing science.

The Evolutionary Road to Human Memory (Paperback): Elisabeth A. Murray, Steven P. Wise, Mary K. L. Baldwin, Kim S. Graham The Evolutionary Road to Human Memory (Paperback)
Elisabeth A. Murray, Steven P. Wise, Mary K. L. Baldwin, Kim S. Graham
R995 Discovery Miles 9 950 Ships in 12 - 19 working days

We tend to think about memory in terms of the human experience, neglecting the fact that we can trace a direct line of descent from the earliest vertebrates to modern humans. But the evolutionary history that we share with other vertebrates has left a mark on modern memory, complemented by unique forms of memory that emerged in humans. This book tells an intriguing story about how evolution shaped human memory. It explains how a series of now-extinct ancestral species adapted to life in their world, in their time and place. As they did, new brain areas appeared, each of which supported an innovative form of memory that helped them gain an advantage in life. Through inheritance and modification across millions of years, these evolutionary developments created several kinds of memory that influence the human mind today. Then, during human evolution, yet another new kind of memory emerged: about ourselves and others. This evolutionary innovation ignited human imagination; empowered us to remember and talk about a personal past; and enabled the sharing of knowledge about our world, our culture, and ourselves. Through these developments, our long journey along the evolutionary road to human memory made it possible for every individual, day upon day, to add new pages to the story of a life: the remarkably rich record of experiences and knowledge that make up a human mind. Written in an engaging and accessible style, The Evolutionary Road to Human Memory will be enjoyable reading for anyone interested in the human mind.

Executive Functions and Writing (Hardcover): Teresa Limpo, Thierry Olive Executive Functions and Writing (Hardcover)
Teresa Limpo, Thierry Olive
R1,897 Discovery Miles 18 970 Ships in 12 - 19 working days

Executive functions are a set of cognitive processes we use to act on information, manage resources, and plan and monitor our own behaviour, all with the aim of achieving an end goal. These are skills that develop from infancy. While 'reading' has been extensively studied in psychology literature, 'writing' has been somewhat neglected, despite a lack of capability in this area being linked to poverty and social exclusion. This book is the first comprehensive and state-of-the-art review of the relationship between executive function skills and writing. It explores its role across the lifespan, addressing all groups of writers, from children and those with learning and language difficulties, to adults and elders. It considers theoretical viewpoints, assessment and methodological issues, and developmental disorders, and closes with insightful commentary chapters that draw future directions for investigating executive functions. Written by internationally recognized scholars in the field, this is a new and innovative contribution which will provide essential reading among researchers, educators, and graduate students interested in understanding the cognitive underpinnings of writing throughout the lifespan

Remembering - An Activity of Mind and Brain (Hardcover): Fergus I. M. Craik Remembering - An Activity of Mind and Brain (Hardcover)
Fergus I. M. Craik
R1,510 Discovery Miles 15 100 Ships in 12 - 19 working days

Memory is typically thought of as a set of neural representations - 'memory traces' - that must be found and reactivated in order to be experienced. It is often suggested that 'memory traces' are represented by a hierarchically organized system of analyzers, modified, sharpened and differentiated by encounters with successive events. Remembering: An activity of mind and brain is the magnum opus of one of the leading figures in the psychology of memory. It sets out Fergus Craik's current view of human memory as a dynamic activity of mind and brain. The author argues that remembering should be understood as a system of active cognitive processes, similar to (perhaps identical to) the processes underlying attending, perceiving and thinking. Thus, encoding processes are essentially viewed as the mental activities involved in perceiving and understanding, and retrieval is described as the partial reactivation of these same processes. This account proposes that episodic and semantic memory should be thought of as levels in a continuum of specificity rather than as separate systems of memory. In addition, the book presents Craik's views on working memory and on age-related memory impairments. In the latter case the losses are attributed largely to a difficulty with the self-initiation of appropriate encoding and retrieval operations compensated, when needed, by support from the external environment. The development of these ideas is discussed throughout the book and illustrated substantially by experiments from the author's lab, but also by empirical and theoretical contributions from other researchers. A broad account of current ideas and findings in contemporary memory research, but viewed from the author's personal theoretical standpoint, Remembering: An activity of mind and brain will be essential for researchers, graduate and postdoctoral students working in the field of human memory.

Experiments in Psychology (Paperback, New edition): S.M. Mohsin Experiments in Psychology (Paperback, New edition)
S.M. Mohsin
R370 R246 Discovery Miles 2 460 Save R124 (34%) Ships in 12 - 19 working days

This book combines the salient features of the methodology of experiments in psychology, the concepts of general experimental psychology, and the advantages of laboratory manual.

Psychologische Experimente - Grundwissen, Planung und Durchfuhrung mit Open-Source-Software (German, Paperback, 1. Aufl. 2022):... Psychologische Experimente - Grundwissen, Planung und Durchfuhrung mit Open-Source-Software (German, Paperback, 1. Aufl. 2022)
Christian Busel
R858 Discovery Miles 8 580 Ships in 10 - 15 working days

Dieses kleine Lehrbuch erklart Ihnen die wichtigste Forschungsmethode der Psychologie - das Experiment - schnell, einfach und alltagsnah. Damit ist es der perfekte Begleiter, um das Experimentalpsychologische Praktikum, welches Ihnen in nahezu jedem Psychologiestudiengang begegnet, erfolgreich zu gestalten. So verstehen, planen und erstellen Sie ein Experiment, und diese Dinge sollten Sie bei der Durchfuhrung berucksichtigen. Ein grosser Teil des Buchs erklart Ihnen ausserdem ausfuhrlich, wie Sie schlaue experimentelle Designs mit Open-Source-Software programmieren, ohne dass Sie ein Hacker-Genie sein oder werden mussen. So sind Sie fur Ihr Experimentalpsychologisches Praktikum bestens ausgestattet und koennen jedes Experiment, das Sie im Laufe Ihrer akademischen Laufbahn erstellen mussen, problemlos meistern!

Working Memory - The state of the science (Hardcover): Robert Logie, Valerie Camos, Nelson Cowan Working Memory - The state of the science (Hardcover)
Robert Logie, Valerie Camos, Nelson Cowan
R1,902 Discovery Miles 19 020 Ships in 12 - 19 working days

Working memory refers to how we keep track of what we are doing moment to moment throughout our waking lives. It allows us to remember what we have just done, focus on what we are doing now, to solve problems, be creative, think about what we will be doing in the next few seconds, and continually to update in our mind changes around us throughout the day. This book brings together in one volume, state-of-the-science chapters written by the most productive and well known working memory researchers worldwide. Chapters cover different approaches to understanding how working memory works, using behavioural experimental techniques, neuroimaging, computational modelling, how it changes from childhood through to healthy old age, how it is affected by dementia and brain damage, and how it is used in everyday life. A unique feature of the book is that each chapter starts with answers to a set of common questions for all authors. This allows readers very rapidly to compare key differences in theoretical assumptions and approaches to working memory across chapters, and to understand the theoretical context before going on to read each chapter in detail. Uniquely, all authors consider evidence that is not consistent with their theoretical assumptions, whereas it is common for authors to ignore contradictory evidence. This approach leads to new interpretations and new hypotheses to test in future research and greatly enhances our understanding of this crucial human ability. Written and edited by the leading researchers in the field, the book will be an important and influential addition to the memory literature.

Lernskript Psychologie - Die Grundlagenfacher kompakt (German, Paperback, 2015 ed.): Franziska Schmithusen Lernskript Psychologie - Die Grundlagenfacher kompakt (German, Paperback, 2015 ed.)
Franziska Schmithusen; Contributions by Fernand Anton, Dieter Ferring, Gunter Krampen, Georges Steffgen
R1,166 Discovery Miles 11 660 Ships in 12 - 19 working days

Du suchst eine kompakte Zusammenfassung der zentralen Grundlagenfacher der Psychologie - weil Du den Stoff wiederholen moechtest oder weil die Zeit vor der Prufung nicht mehr fur ein dickeres Buch reicht? Dieses Lernskript fasst die prufungsrelevanten Facts der Allgemeinen-, Sozial-, Entwicklungs-, Persoenlichkeits- und Bio-Psychologie in ubersichtlichen Stichworten und Abbildungen zusammen. Es gibt einen vollstandigen UEberblick uber jedes Fach, ist reduziert auf das, was wirklich wichtig ist und liest sich leicht und verstandlich! Moeglich wurde dies durch eine einzigartige Kooperation zwischen einer (Ex-)Studentin und ihren Professoren: Franziska Schmithusen fasste die Vorlesungsinhalte und Publikationen ihrer Professoren fur die eigenen Prufungen zusammen - die Dozenten pruften und bearbeiteten die entstandenen Kapitel. Damit lernst Du schnell und sicher: Schnell wie mit einem "Skript" - und sicher, weil alles von den Experten auf Herz und Nieren gepruft wurde. - An echten Prufungen getestet! Fur Psychologiestudierende im Bachelorstudium und Nebenfachstudierende.

The organization and structure of autobiographical memory (Hardcover): John Mace The organization and structure of autobiographical memory (Hardcover)
John Mace
R1,748 Discovery Miles 17 480 Ships in 12 - 19 working days

The topic of autobiographical memory has held a prominent role in memory research for the past 30 years, as it has proven indispensable to the understanding of human memory and cognition. An important focus of autobiographical memory research is uncovering the basic structure, nature, and organization of the autobiographical memory system. This book explores the organization and structure of autobiographical memory. Based on over thirty years of research, and the latest empirical findings, it presents the major theories and problems in the science of autobiographical memory organization. At its core are two influential global views on the organization, structure, and function of autobiographical memory (chapters 2 and 3). In addition, the volume examines the organization of autobiographical memory from a developmental perspective (chapter 4). It includes a chapter examining the neuroscience of autobiographical memory organization (chapter 7), and a chapter examining organization from a functional perspective (chapter 6). Also covered is the role of culture in forming autobiographical memory (chapter 5), the role of the self in organizing autobiographical memory (chapter 8), insights from the reminiscence bump on organization (chapter 9), and a chapter on the organization of episodic autobiographical memories (chapter 10). For students and researcher with an interest in memory, the volume is a timely and important addition to their literature.

Fundamentals of Machine Learning (Paperback): Thomas P. Trappenberg Fundamentals of Machine Learning (Paperback)
Thomas P. Trappenberg
R1,445 Discovery Miles 14 450 Ships in 12 - 19 working days

Interest in machine learning is exploding worldwide, both in research and for industrial applications. Machine learning is fast becoming a fundamental part of everyday life. This book is a brief introduction to this area - exploring its importance in a range of many disciplines, from science to engineering, and even its broader impact on our society. The book is written in a style that strikes a balance between brevity of explanation, rigorous mathematical argument, and outlines principle ideas. At the same time, it provides a comprehensive overview of a variety of methods and their application within this field. This includes an introduction to Bayesian approaches to modeling, as well as deep learning. Writing small programs to apply machine learning techniques is made easy by high level programming systems, and this book shows examples in Python with the machine learning libraries 'sklearn' and 'Keras'. The first four chapters concentrate on the practical side of applying machine learning techniques. The following four chapters discuss more fundamental concepts that includes their formulation in a probabilistic context. This is followed by two more chapters on advanced models, that of recurrent neural networks and that of reinforcement learning. The book closes with a brief discussion on the impact of machine learning and AI on our society. Fundamentals of Machine Learning provides a brief and accessible introduction to this rapidly growing field, one that will appeal to students and researchers across computer science and computational neuroscience, as well as the broader cognitive sciences.

Understanding Vision - Theory, Models, and Data (Paperback): Li Zhaoping Understanding Vision - Theory, Models, and Data (Paperback)
Li Zhaoping
R1,370 Discovery Miles 13 700 Ships in 12 - 19 working days

While the field of vision science has grown significantly in the past three decades, there have been few comprehensive books that showed readers how to adopt a computional approach to understanding visual perception, along with the underlying mechanisms in the brain. Understanding Vision explains the computational principles and models of biological visual processing, and in particular, of primate vision. The book is written in such a way that vision scientists, unfamiliar with mathematical details, should be able to conceptually follow the theoretical principles and their relationship with physiological, anatomical, and psychological observations, without going through the more mathematical pages. For those with a physical science background, especially those from machine vision, this book serves as an analytical introduction to biological vision. It can be used as a textbook or a reference book in a vision course, or a computational neuroscience course for graduate students or advanced undergraduate students. It is also suitable for self-learning by motivated readers. in addition, for those with a focused interest in just one of the topics in the book, it is feasible to read just the chapter on this topic without having read or fully comprehended the other chapters. In particular, Chapter 2 presents a brief overview of experimental observations on biological vision; Chapter 3 is on encoding of visual inputs, Chapter 5 is on visual attentional selection driven by sensory inputs, and Chapter 6 is on visual perception or decoding. Including many examples that clearly illustrate the application of computational principles to experimental observations, Understanding Vision is valuable for students and researchers in computational neuroscience, vision science, machine and computer vision, as well as physicists interested in visual processes.

Work and pain - A lifespan development approach (Paperback): Elaine Wainwright, Christopher Eccleston Work and pain - A lifespan development approach (Paperback)
Elaine Wainwright, Christopher Eccleston
R1,564 Discovery Miles 15 640 Ships in 12 - 19 working days

From childhood to millennials and beyond, it is essential we take a life-course approach to occupation and work when in pain. Written by experts in the field, Work and pain: A lifespan development approach provides an authoritative summary and analysis of the relationship between all forms of occupation and pain. Divided into three sections, 'Foundations', provides a critical account of the nature of work and of pain. The next section, 'Investigations', analyses the bi-directional relationships between children living with chronic pain and parents; between being a child in pain and schooling; what it is to be a millennial in pain; the implications of pain which is determined to be occupational in origin; and enabling a life lived well with pain as one ages. The final section, 'Interventions', critically reviews what individuals can change, what workplaces can do, and how governments can innovate to try to maximise workability for people living with pain in the context of current working practices. Work and pain: A lifespan development approach investigates and guides the reader on understanding how and why people seek to be occupied, and how we can maximise their social and personal involvement when living with ongoing pain, suggesting ways forward in research, practice, and policy.

The Evolution of Memory Systems - Ancestors, Anatomy, and Adaptations (Paperback): Elisabeth A. Murray, Steven P. Wise, Kim S.... The Evolution of Memory Systems - Ancestors, Anatomy, and Adaptations (Paperback)
Elisabeth A. Murray, Steven P. Wise, Kim S. Graham
R1,390 Discovery Miles 13 900 Ships in 12 - 19 working days

Current theories about human memory have been shaped by clinical observations and animal experiments. This doctrine holds that the medial temporal lobe subserves one memory system for explicit or declarative memories, while the basal ganglia subserves a separate memory system for implicit or procedural memories, including habits. Cortical areas outside the medial temporal lobe are said to function in perception, motor control, attention, or other aspects of executive function, but not in memory. 'The Evolution of Memory Systems' advances dramatically different ideas on all counts. It proposes that several memory systems arose during evolution and that they did so for the same general reason: to transcend problems and exploit opportunities encountered by specific ancestors at particular times and places in the distant past. Instead of classifying cortical areas in terms of mutually exclusive perception, executive, or memory functions, the authors show that all cortical areas contribute to memory and that they do so in their own ways-using specialized neural representations. The book also presents a proposal on the evolution of explicit memory. According to this idea, explicit (declarative) memory depends on interactions between a phylogenetically ancient navigation system and a representational system that evolved in humans to represent one's self and others. As a result, people embed representations of themselves into the events they experience and the facts they learn, which leads to the perception of participating in events and knowing facts. 'The Evolution of Memory Systems' is an important new work for students and researchers in neuroscience, psychology, and biology.

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