Book picks similar to
Computational Modeling in Cognition: Principles and Practice by Simon Farrell
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psychology
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Surgery, The Ultimate Placebo: A Surgeon Cuts through the Evidence
Ian Harris - 2016
In this book you will see how commonly performed operations can be found to be useless or even harmful when properly evaluated. That these claims come from an experienced, practicing orthopedic surgeon who performs many of these operations himself, makes the unsettling argument particularly compelling. Of course no surgeon is recommending invasive surgery in bad faith, but Ian Harris argues that the evidence for the success for many common operations, including knee arthroscopies, back fusion or cardiac stenting, become current accepted practice without full examination of the evidence.
The Idea of the Brain: The Past and Future of Neuroscience
Matthew Cobb - 2020
Yet, despite the astonishing discoveries of science, we still have only the vaguest idea of how the brain works. In The Idea of the Brain, scientist and historian Matthew Cobb traces how our conception of the brain has evolved over the centuries. Although it might seem to be a story of ever-increasing knowledge of biology, Cobb shows how our ideas about the brain have been shaped by each era's most significant technologies. Today we might think the brain is like a supercomputer. In the past, it has been compared to a telegraph, a telephone exchange, or some kind of hydraulic system. What will we think the brain is like tomorrow, when new technology arises? The result is an essential read for anyone interested in the complex processes that drive science and the forces that have shaped our marvelous brains.
The Time Paradox: The New Psychology of Time That Will Change Your Life
Philip G. Zimbardo - 2008
This is the most influential force in your life, yet you are virtually unaware of it. Once you become aware of your personal time zone, you can begin to see and manage your life in exciting new ways. In The Time Paradox, Drs. Zimbardo and Boyd draw on thirty years of pioneering research to reveal, for the first time, how your individual time perspective shapes your life and is shaped by the world around you. Further, they demonstrate that your and every other individual's time zones interact to create national cultures, economics, and personal destinies. You will discover what time zone you live in through Drs. Zimbardo and Boyd's revolutionary tests. Ask yourself: • Does the smell of fresh-baked cookies bring you back to your childhood? • Do you believe that nothing will ever change in your world? • Do you believe that the present encompasses all and the future and past are mere abstractions? • Do you wear a watch, balance your checkbook, and make to-do lists -- every day? • Do you believe that life on earth is merely preparation for life after death? • Do you ruminate over failed relationships? • Are you the life of every party -- always late, always laughing, and always broke? These statements are representative of the seven most common ways people relate to time, each of which, in its extreme, creates benefits and pitfalls. The Time Paradox is a practical plan for optimizing your blend of time perspectives so you get the utmost out of every minute in your personal and professional life as well as a fascinating commentary about the power and paradoxes of time in the modern world. No matter your time perspective, you experience these paradoxes. Only by understanding this new psychological science of time zones will you be able to overcome the mental biases that keep you too attached to the past, too focused on immediate gratification, or unhealthily obsessed with future goals. Time passes no matter what you do -- it's up to you to spend it wisely and enjoy it well. Here's how.
Reinforcement Learning: An Introduction
Richard S. Sutton - 1998
Their discussion ranges from the history of the field's intellectual foundations to the most recent developments and applications.Reinforcement learning, one of the most active research areas in artificial intelligence, is a computational approach to learning whereby an agent tries to maximize the total amount of reward it receives when interacting with a complex, uncertain environment. In Reinforcement Learning, Richard Sutton and Andrew Barto provide a clear and simple account of the key ideas and algorithms of reinforcement learning. Their discussion ranges from the history of the field's intellectual foundations to the most recent developments and applications. The only necessary mathematical background is familiarity with elementary concepts of probability.The book is divided into three parts. Part I defines the reinforcement learning problem in terms of Markov decision processes. Part II provides basic solution methods: dynamic programming, Monte Carlo methods, and temporal-difference learning. Part III presents a unified view of the solution methods and incorporates artificial neural networks, eligibility traces, and planning; the two final chapters present case studies and consider the future of reinforcement learning.
The Marshmallow Test: Mastering Self-Control
Walter Mischel - 2014
What will she do? And what are the implications for her behavior later in life?The world's leading expert on self-control, Walter Mischel has proven that the ability to delay gratification is critical for a successful life, predicting higher SAT scores, better social and cognitive functioning, a healthier lifestyle and a greater sense of self-worth. But is willpower prewired, or can it be taught?In The Marshmallow Test, Mischel explains how self-control can be mastered and applied to challenges in everyday life—from weight control to quitting smoking, overcoming heartbreak, making major decisions, and planning for retirement. With profound implications for the choices we make in parenting, education, public policy and self-care, The Marshmallow Test will change the way you think about who we are and what we can be.
Consciousness: A Very Short Introduction
Susan Blackmore - 2003
Consciousness: A Very Short Introduction challenges readers to reconsider key concepts such as personality, free will, and the soul. How can a physical brain create our experience of the world? What creates our identity? Do we really have free will? Could consciousness itself be an illusion? Exciting new developments in brain science are opening up these debates, and the field has now expanded to include biologists, neuroscientists, psychologists, and philosophers. This book clarifies the potentially confusing arguments and clearly describes the major theories, with illustrations and lively cartoons to help explain the experiments. Topics include vision and attention, theories of self, experiments on action and awareness, altered states of consciousness, and the effects of brain damage and drugs. This lively, engaging, and authoritative book provides a clear overview of the subject that combines the perspectives of philosophy, psychology, and neuroscience--and serves as a much-needed launch pad for further exploration of this complicated and unsolved issue.About the Series: Combining authority with wit, accessibility, and style, Very Short Introductions offer an introduction to some of life's most interesting topics. Written by experts for the newcomer, they demonstrate the finest contemporary thinking about the central problems and issues in hundreds of key topics, from philosophy to Freud, quantum theory to Islam.
Cognition
Mark H. Ashcraft - 2001
A major section provides background and information on neurons and the brain. This text is directed primarily toward undergraduate students at junior and senior level.
Conscious: A Brief Guide to the Fundamental Mystery of the Mind
Annaka Harris - 2019
But the very existence of consciousness raises profound questions: Why would any collection of matter in the universe be conscious? How are we able to think about this? And why should we?In this wonderfully accessible book, Annaka Harris guides us through the evolving definitions, philosophies, and scientific findings that probe our limited understanding of consciousness. Where does it reside, and what gives rise to it? Could it be an illusion, or a universal property of all matter? As we try to understand consciousness, we must grapple with how to define it and, in the age of artificial intelligence, who or what might possess it. Conscious offers lively and challenging arguments that alter our ideas about consciousness—allowing us to think freely about it for ourselves, if indeed we can.
The Forgetting Machine: Memory, Perception, and the "Jennifer Aniston Neuron"
Rodrigo Quian Quiroga - 2017
In The Forgetting Machine, neuroscientist Rodrigo Quiroga explains how the mechanics of memory illuminates these discussions, with implications for everything from understanding Alzheimer's disease to the technology of Artificial Intelligence. You'll also learn about the research behind what Quiroga coined -Jennifer Aniston Neurons---cells in the human brain that are responsible for representing specific concepts, such as recognizing a certain celebrity's face. The discovery of these neurons opens new windows into the workings of human memory. In this accessible, fascinating look at the science of remembering, you'll learn how we turn perceptions into memories, how language shapes our experiences, and the crucial role forgetting plays in human recollection. You'll see how electricity, chemistry, and abstraction combine to form something more than the human brain--the human mind. And you'll gain surprising insight into what our brains can tell us about who we are. The Forgetting Machine takes us on a journey through science and science fiction, philosophy and identity, using what we know about how we remember (and forget) to explore the very roots of what makes us human.
Cognitive Neuroscience: A Very Short Introduction
Richard Passingham - 2016
This began to change with the devising of methods to try to tap into what was going on in the 'black box' of the mind, and the development of 'cognitive psychology'. With the study of patients who had suffered brain damage or injury to limited parts of the brain, outlines of brain components and processes began to take shape, and by the end of the 1970s, a new science, cognitive neuroscience, was born. But it was with the development of ways of accessing activation of the working brain using imaging techniques such as PET and fMRI that cognitive neuroscience came into its own, as a science cutting across psychology and neuroscience, with strong connections to philosophy of mind. Experiments involving subjects in scanners while doing various tasks, thinking, problem solving, and remembering are shedding light on the brain processes involved. The research is exciting and new, and often makes media headlines. But there is much misunderstanding about what brain imaging tells us, and the interpretation of studies on cognition.In this Very Short Introduction Richard Passingham, a distinguished cognitive neuroscientist, gives a provocative and exciting account of the nature and scope of this relatively new field, and the techniques available to us, focusing on investigation of the human brain. He explains what brain imaging shows, pointing out common misconceptions, and gives a brief overview of the different aspects of human cognition: perceiving, attending, remembering, reasoning, deciding, and acting. Passingham concludes with a discussion of the exciting advances that may lie ahead.ABOUT THE SERIES: The Very Short Introductions series from Oxford University Press contains hundreds of titles in almost every subject area. These pocket-sized books are the perfect way to get ahead in a new subject quickly. Our expert authors combine facts, analysis, perspective, new ideas, and enthusiasm to make interesting and challenging topics highly readable.
Head Trip
Jeff Warren - 2007
Jacobs's The Know-It-All in this entertaining field guide to the varying levels of mental awareness. Beginning with the mild hallucinogenic state that comes just before true sleep, he tries to hone his skills at lucid dreaming, subjects himself to hypnosis and joins a Buddhist meditation retreat, among other adventures. Along the way, he begins to realize that dreaming and waking are equivalent states, and that we can learn how to induce the subtle gradations of consciousness within ourselves. This could come off as New Age psychobabble, but Warren is well versed in the scientific literature, and he provides detailed accounts of his own research. (During one three-week period, for example, he goes to bed at sundown to recreate a period of wakefulness before returning to sleep that used to be common before electric light reconfigured our sleep schedules.) His self-mocking attitude toward his inability to achieve instant nirvana, along with a steady stream of cartoon illustrations, ensures that his ideas remain accessible. More important than the theories, though, may be the basic tools—and the visionary spirit—that Warren hands off to those interested in hacking their own minds.
Our Final Invention: Artificial Intelligence and the End of the Human Era
James Barrat - 2013
Corporations & government agencies around the world are pouring billions into achieving AI’s Holy Grail—human-level intelligence. Once AI has attained it, scientists argue, it will have survival drives much like our own. We may be forced to compete with a rival more cunning, more powerful & more alien than we can imagine. Thru profiles of tech visionaries, industry watchdogs & groundbreaking AI systems, James Barrat's Our Final Invention explores the perils of the heedless pursuit of advanced AI. Until now, human intelligence has had no rival. Can we coexist with beings whose intelligence dwarfs our own? Will they allow us to?
Deep Learning with Python
François Chollet - 2017
It is the technology behind photo tagging systems at Facebook and Google, self-driving cars, speech recognition systems on your smartphone, and much more.In particular, Deep learning excels at solving machine perception problems: understanding the content of image data, video data, or sound data. Here's a simple example: say you have a large collection of images, and that you want tags associated with each image, for example, "dog," "cat," etc. Deep learning can allow you to create a system that understands how to map such tags to images, learning only from examples. This system can then be applied to new images, automating the task of photo tagging. A deep learning model only has to be fed examples of a task to start generating useful results on new data.
The Odd Brain: Mysteries of Our Weird and Wonderful Brains Explained
Stephen Juan - 1999
Juan is that rarest of rarities, a scholar with a sense of humor. He fearlessly tours the brain's mysterious corridors, discussing such wide-ranging topics as phobias, compulsive water drinking, serial killers, the secrets of hypnotism, and the man who thought he was a cat. You will find this book absolutely engrossing.Do kleptomaniacs have a legitimate excuse to steal? Can excessive TV watching physically "shape" a child's growing brain?These answers and scores more fill Dr. Stephen Juan's fascinating and endlessly entertaining book The Odd Brain. Following up his popular first book, The Odd Body, Dr. Juan takes us on an animated tour of the enigmatic organ that sits on top of them all.Equal parts scholarly professor--he teaches at the University of Sydney--cultural detective, and theater of oddities tour guide, Dr. Juan explores bizarre brain disorders and the normal-but-still-weird brain phenomena that we all occasionally experience (like deja vu). Through it all, Dr. Juan pulls off the nifty trick of making the clinical both clear and entertaining.Each chapter is packed with real-life anecdotes and case studies. These include the Criminal Brain, the Savant Brain, the Shy Brain, the Suicidal Brain, the Thrill-Seeking Brain, the Obsessive-Compulsive Brain, and more than 20 others.For anyone who's ever witnessed unusual behavior and thought, "Now, what would make a person do that?" The Odd Brain is sure to have an answer.