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How deep learning—from Google Translate to driverless cars to personal cognitive assistants—is changing our lives and transforming every sector of the economy. The deep learning revolution has brought us driverless cars, the greatly improved Google Translate, fluent conversations with Siri and Alexa, and enormous profits from automated trading on the New York Stock Exchange. Deep learning networks can play poker better than professional poker players and defeat a world champion at Go. In this book, Terry Sejnowski explains how deep learning went from being an arcane academic field to a disruptive technology in the information economy. Sejnowski played an important role in the founding of deep learning, as one of a small group of researchers in the 1980s who challenged the prevailing logic-and-symbol based version of AI. The new version of AI Sejnowski and others developed, which became deep learning, is fueled instead by data. Deep networks learn from data in the same way that babies experience the world, starting with fresh eyes and gradually acquiring the skills needed to navigate novel environments. Learning algorithms extract information from raw data; information can be used to create knowledge; knowledge underlies understanding; understanding leads to wisdom. Someday a driverless car will know the road better than you do and drive with more skill; a deep learning network will diagnose your illness; a personal cognitive assistant will augment your puny human brain. It took nature many millions of years to evolve human intelligence; AI is on a trajectory measured in decades. Sejnowski prepares us for a deep learning future.
"If you want to understand the latest scientific thinking about the relations between mind and brain, meet Allman's Apprentices of Wonder."—Howard Gardner, author of The Mind's New Science: A History of Cognitive Revolution In the vein of The Soul of a New Machine comes this accessible book on the scientists who are creating startling theories of how the mind works as they forge a kind of artificial intelligence called neural networks—or, the first thinking machines. "This snappy introduction to the possibilities of the new sciences of connectionism will inform readers why mahy brain scientists are excited—and why the skeptics remain to be persuaded."—Pamela McCorduck, coauthor, with Mitchell Feigenbaum, of The Fifth Generation and author of Machines Who Think and The Universal Machine
A comprehensive collection of essays in multidisciplinary metaphor scholarship that has been written in response to the growing interest among scholars and students from a variety of disciplines such as linguistics, philosophy, anthropology, music and psychology. These essays explore the significance of metaphor in language, thought, culture and artistic expression. There are five main themes of the book: the roots of metaphor, metaphor understanding, metaphor in language and culture, metaphor in reasoning and feeling, and metaphor in non-verbal expression. Contributors come from a variety of academic disciplines, including psychology, linguistics, philosophy, cognitive science, literature, education, music, and law.
History has already progressed through an agricultural revolution, an industrial revolution, and an information revolution. The Neuro Revolution foretells a fast approaching fourth epoch, one that will radically transform how we all work, live and play. Neurotechnology—brain imaging and other new tools for both understanding and influencing our brains—is accelerating the pace of change almost everywhere, from financial markets to law enforcement to politics to advertising and marketing, artistic expression, warfare, and even religious belief. The Neuro Revolution introduces you to the brilliant people leading this worldwide transformation, taking you into their laboratories, boardrooms and courtrooms for a unique, insider's glimpse into the startling future now appearing at our doorstep. From foolproof lie detectors to sure-fire investment strategies to super-enhanced religious and aesthetic experiences, the insights and revelations within The Neuro Revolution will foster wonder, debate, and in some cases consternation. Above all, though, they need to be understood by those who will be most affected—all of us.
Since its founding in 1989 by Terrence Sejnowski, Neural Computation has become the leading journal in the field. Foundations of Neural Computation collects, by topic, the most significant papers that have appeared in the journal over the past nine years. This volume of Foundations of Neural Computation, on unsupervised learning algorithms, focuses on neural network learning algorithms that do not require an explicit teacher. The goal of unsupervised learning is to extract an efficient internal representation of the statistical structure implicit in the inputs. These algorithms provide insights into the development of the cerebral cortex and implicit learning in humans. They are also of interest to engineers working in areas such as computer vision and speech recognition who seek efficient representations of raw input data.
Defending the superiority of evidence-based reasoning over religious faith and philosophical thought experiments, Thagard argues that minds are brains and that reality is what science can discover. Brains come to know reality through a combination of perception and reasoning. Just as important, our brains evaluate aspects of reality through emotions that can produce both good and bad decisions. Our cognitive and emotional abilities allow us to understand reality, decide effectively, act morally, and pursue the vital needs of love, work, and play. Wisdom consists of knowing what matters, why it matters, and how to achieve it."--Jacket.
Revolutionize Your Authentic Self: 1. Safety 1st dominates your brain function. 2. Align your nonconscious biases and conscious limitations to maximize your effectiveness. 3. Train Peak performance by being nonconsciously in the moment. 4. Deepen your personal relationships through sharing each other’s core brain insights. 5. Become brain aware about all the information in your environment.
Unleash Your True Potential with "NeuroRevolution: Awaken Your Brain's Hidden Power!" Are you ready to embark on a journey of self-discovery and transformation unlike any other? Dive into the groundbreaking world of neuroscience and unlock the astonishing power of your brain with "NeuroRevolution: Awaken Your Brain's Hidden Power." 🧠 Reimagine What's Possible: Imagine a life where your mental abilities are boundless, where your memory is razor-sharp, and your creativity knows no bounds. "NeuroRevolution" is your roadmap to make this vision a reality. 🚀 Ignite Your Cognitive Fire: Understand the brain's inner workings and discover the keys to neuroplasticity. Learn how to reshape your mind, eliminate mental roadblocks, and tap into your hidden potential. 🌟 A Personalized Blueprint: Crafting your unique path to brain empowerment has never been easier. Develop a personalized brain-boosting plan that aligns with your goals and aspirations. Your transformation starts here. 🍏 Optimal Brain Nutrition: Discover the secrets of brain-boosting nutrition. Learn which foods and supplements can enhance your cognitive prowess and fuel your brain for peak performance. 💡 Unlock Creativity and Innovation: Explore the art of creativity through the lens of neuroscience. Master techniques to foster innovation and artistic expression, whether you're an entrepreneur, artist, or simply curious. 🌊 Manage Stress, Embrace Emotional Intelligence: Uncover the science of stress management and emotional regulation. Equip yourself with tools to navigate life's challenges with poise and resilience. 🏋️ Mind-Body Synergy: Explore the profound connection between physical health and mental well-being. Learn how exercise, mindfulness, and sleep optimization can rejuvenate your cognitive abilities. 🌐 Ethical Brain Enhancement: Dive into the ethical considerations surrounding cognitive enhancement. Understand how to use emerging technologies responsibly while preserving your integrity. 🌠 Real-Life Transformation: Be inspired by real stories of individuals who embarked on their own neuro-revolution journeys. Witness their remarkable successes and learn from their experiences. 🔮 The Future Awaits: Peek into the future of brain science and cognitive enhancement. Stay ahead of the curve and be prepared for the incredible breakthroughs on the horizon. Don't miss your chance to be part of the NeuroRevolution! Unleash the incredible potential hidden within your brain and transform your life beyond your wildest dreams. Are you ready to awaken your brain's hidden power? Order your copy of "NeuroRevolution" today and join the movement towards a brighter, smarter, and more empowered future! 📚 Click "Add to Cart" now and embark on your journey to unlock your brain's true potential.
How powerful new methods in nonlinear control engineering can be applied to neuroscience, from fundamental model formulation to advanced medical applications. Over the past sixty years, powerful methods of model-based control engineering have been responsible for such dramatic advances in engineering systems as autolanding aircraft, autonomous vehicles, and even weather forecasting. Over those same decades, our models of the nervous system have evolved from single-cell membranes to neuronal networks to large-scale models of the human brain. Yet until recently control theory was completely inapplicable to the types of nonlinear models being developed in neuroscience. The revolution in nonlinear control engineering in the late 1990s has made the intersection of control theory and neuroscience possible. In Neural Control Engineering, Steven Schiff seeks to bridge the two fields, examining the application of new methods in nonlinear control engineering to neuroscience. After presenting extensive material on formulating computational neuroscience models in a control environment—including some fundamentals of the algorithms helpful in crossing the divide from intuition to effective application—Schiff examines a range of applications, including brain-machine interfaces and neural stimulation. He reports on research that he and his colleagues have undertaken showing that nonlinear control theory methods can be applied to models of single cells, small neuronal networks, and large-scale networks in disease states of Parkinson's disease and epilepsy. With Neural Control Engineering the reader acquires a working knowledge of the fundamentals of control theory and computational neuroscience sufficient not only to understand the literature in this trandisciplinary area but also to begin working to advance the field. The book will serve as an essential guide for scientists in either biology or engineering and for physicians who wish to gain expertise in these areas.
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.