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The first systematic study of parallelism in computation by two pioneers in the field.

Reissue of the 1988 Expanded Edition with a new foreword by Léon Bottou

In 1969, ten years after the discovery of the perceptron—which showed that a machine could be taught to perform certain tasks using examples—Marvin Minsky and Seymour Papert published Perceptrons, their analysis of the computational capabilities of perceptrons for specific tasks. As Léon Bottou writes in his foreword to this edition, “Their rigorous work and brilliant technique does not make the perceptron look very good.” Perhaps as a result, research turned away from the perceptron. Then the pendulum swung back, and machine learning became the fastest-growing field in computer science. Minsky and Papert's insistence on its theoretical foundations is newly relevant.

Perceptrons—the first systematic study of parallelism in computation—marked a historic turn in artificial intelligence, returning to the idea that intelligence might emerge from the activity of networks of neuron-like entities. Minsky and Papert provided mathematical analysis that showed the limitations of a class of computing machines that could be considered as models of the brain. Minsky and Papert added a new chapter in 1987 in which they discuss the state of parallel computers, and note a central theoretical challenge: reaching a deeper understanding of how “objects” or “agents” with individuality can emerge in a network. Progress in this area would link connectionism with what the authors have called “society theories of mind.”

The human brain has some capabilities that the brains of other animals lack. It is to these distinctive capabilities that our species owes its dominant position. Other animals have stronger muscles or sharper claws, but we have cleverer brains. If machine brains one day come to surpass human brains in general intelligence, then this new superintelligence could become very powerful. As the fate of the gorillas now depends more on us humans than on the gorillas themselves, so the fate of our species then would come to depend on the actions of the machine superintelligence. But we have one advantage: we get to make the first move. Will it be possible to construct a seed AI or otherwise to engineer initial conditions so as to make an intelligence explosion survivable? How could one achieve a controlled detonation? To get closer to an answer to this question, we must make our way through a fascinating landscape of topics and considerations. Read the book and learn about oracles, genies, singletons; about boxing methods, tripwires, and mind crime; about humanity's cosmic endowment and differential technological development; indirect normativity, instrumental convergence, whole brain emulation and technology couplings; Malthusian economics and dystopian evolution; artificial intelligence, and biological cognitive enhancement, and collective intelligence. This profoundly ambitious and original book picks its way carefully through a vast tract of forbiddingly difficult intellectual terrain. Yet the writing is so lucid that it somehow makes it all seem easy. After an utterly engrossing journey that takes us to the frontiers of thinking about the human condition and the future of intelligent life, we find in Nick Bostrom's work nothing less than a reconceptualization of the essential task of our time.
Introduced one hundred years ago, film has since become part of our lives. For the past century, however, the experience offered by fiction films has remained a mystery. Questions such as why adult viewers cry and shiver, and why they care at all about fictional characters -- while aware that they contemplate an entirely staged scene -- are still unresolved. In addition, it is unknown why spectators find some film experiences entertaining that have a clearly aversive nature outside the cinema. These and other questions make the psychological status of emotions allegedly induced by the fiction film highly problematic.

Earlier attempts to answer these questions have been limited to a few genre studies. In recent years, film criticism and the theory of film structure have made use of psychoanalytic concepts which have proven insufficient in accounting for the diversity of film induced affect. In contrast, academic psychology -- during the century of its existence -- has made extensive study of emotional responses provoked by viewing fiction film, but has taken the role of film as a natural stimulus completely for granted. The present volume bridges the gap between critical theories of film on the one hand, and recent psychological theory and research of human emotion on the other, in an attempt to explain the emotions provoked by fiction film.

This book integrates insights on the narrative structure of fiction film including its themes, plot structure, and characters with recent knowledge on the cognitive processing of natural events, and narrative and person information. It develops a theoretical framework for systematically describing emotion in the film viewer. The question whether or not film produces genuine emotion is answered by comparing affect in the viewer with emotion in the real world experienced by persons witnessing events that have personal significance to them. Current understanding of the psychology of emotions provides the basis for identifying critical features of the fiction film that trigger the general emotion system. Individual emotions are classified according to their position in the affect structure of a film -- a larger system of emotions produced by one particular film as a whole. Along the way, a series of problematic issues is dealt with, notably the reality of the emotional stimulus in film, the identification of the viewer with protagonists on screen, and the necessity of the viewer's cooperation in arriving at a genuine emotion. Finally, it is argued that film-produced emotions are genuine emotions in response to an artificial stimulus. Film can be regarded as a fine-tuned machine for a continuous stream of emotions that are entertaining after all.

The work paves the way for understanding and, in principle, predicting emotions in the film viewer using existing psychological instruments of investigation. Dealing with the problems of film-induced affect and rendering them accessible to formal modeling and experimental method serves a wider interest of understanding aesthetic emotion -- the feelings that man-made products, and especially works of art, can evoke in the beholder.
Twenty-five years after its initial publication, The Making of the Atomic Bomb remains the definitive history of nuclear weapons and the Manhattan Project. From the turn-of-the-century discovery of nuclear energy to the dropping of the first bombs on Japan, Richard Rhodes’s Pulitzer Prize-winning book details the science, the people, and the socio-political realities that led to the development of the atomic bomb.

This sweeping account begins in the 19th century, with the discovery of nuclear fission, and continues to World War Two and the Americans’ race to beat Hitler’s Nazis. That competition launched the Manhattan Project and the nearly overnight construction of a vast military-industrial complex that culminated in the fateful dropping of the first bombs on Hiroshima and Nagasaki.

Reading like a character-driven suspense novel, the book introduces the players in this saga of physics, politics, and human psychology—from FDR and Einstein to the visionary scientists who pioneered quantum theory and the application of thermonuclear fission, including Planck, Szilard, Bohr, Oppenheimer, Fermi, Teller, Meitner, von Neumann, and Lawrence.

From nuclear power’s earliest foreshadowing in the work of H.G. Wells to the bright glare of Trinity at Alamogordo and the arms race of the Cold War, this dread invention forever changed the course of human history, and The Making of The Atomic Bomb provides a panoramic backdrop for that story.

Richard Rhodes’s ability to craft compelling biographical portraits is matched only by his rigorous scholarship. Told in rich human, political, and scientific detail that any reader can follow, The Making of the Atomic Bomb is a thought-provoking and masterful work.
A good book may have the power to change the way we see the world, but a great book actually becomes part of our daily consciousness, pervading our thinking to the point that we take it for granted, and we forget how provocative and challenging its ideas once were—and still are. The Structure of Scientific Revolutions is that kind of book. When it was first published in 1962, it was a landmark event in the history and philosophy of science. Fifty years later, it still has many lessons to teach.

With The Structure of Scientific Revolutions, Kuhn challenged long-standing linear notions of scientific progress, arguing that transformative ideas don’t arise from the day-to-day, gradual process of experimentation and data accumulation but that the revolutions in science, those breakthrough moments that disrupt accepted thinking and offer unanticipated ideas, occur outside of “normal science,” as he called it. Though Kuhn was writing when physics ruled the sciences, his ideas on how scientific revolutions bring order to the anomalies that amass over time in research experiments are still instructive in our biotech age.

This new edition of Kuhn’s essential work in the history of science includes an insightful introduction by Ian Hacking, which clarifies terms popularized by Kuhn, including paradigm and incommensurability, and applies Kuhn’s ideas to the science of today. Usefully keyed to the separate sections of the book, Hacking’s introduction provides important background information as well as a contemporary context. Newly designed, with an expanded index, this edition will be eagerly welcomed by the next generation of readers seeking to understand the history of our perspectives on science.
The author of the controversial bestseller Brain Trust brings his scientific expertise to the chilling true story of unexplained phenomena on Utah's Skinwalker Ranch -- and challenges us with a new vision of reality.

For more than fifty years, the bizarre events at a remote Utah ranch have ranged from the perplexing to the wholly terrifying. Vanishing and mutilated cattle. Unidentified Flying Objects. The appearance of huge, otherworldly creatures. Invisible objects emitting magnetic fields with the power to spark a cattle stampede. Flying orbs of light with dazzling maneuverability and lethal consequences. For one family, life on the Skinwalker Ranch had become a life under siege by an unknown enemy or enemies. Nothing else could explain the horrors that surrounded them -- perhaps science could.

Leading a first-class team of research scientists on a disturbing odyssey into the unknown, Colm Kelleher spent hundreds of days and nights on the Skinwalker property and experienced firsthand many of its haunting mysteries. With investigative reporter George Knapp -- the only journalist allowed to witness and document the team's work -- Kelleher chronicles in superb detail the spectacular happenings the team observed personally, and the theories of modern physics behind the phenomena. Far from the coldly detached findings one might expect, their conclusions are utterly hair-raising in their implications. Opening a door to the unseen world around us, Hunt for the Skinwalker is a clarion call to expand our vision far beyond what we know.
A lively argument from an award-winning journalist proving that the key to reversing America’s health crisis lies in the overlooked link between nutrition and flavor: “The Dorito Effect is one of the most important health and food books I have read” (Dr. David B. Agus, New York Times bestselling author).

We are in the grip of a food crisis. Obesity has become a leading cause of preventable death, after only smoking. For nearly half a century we’ve been trying to pin the blame somewhere—fat, carbs, sugar, wheat, high-fructose corn syrup. But that search has been in vain, because the food problem that’s killing us is not a nutrient problem. It’s a behavioral problem, and it’s caused by the changing flavor of the food we eat.

Ever since the 1940s, with the rise of industrialized food production, we have been gradually leeching the taste out of what we grow. Simultaneously, we have taken great leaps forward in technology, creating a flavor industry, worth billions annually, in an attempt to put back the tastes we’ve engineered out of our food. The result is a national cuisine that increasingly resembles the paragon of flavor manipulation: Doritos. As food—all food—becomes increasingly bland, we dress it up with calories and flavor chemicals to make it delicious again. We have rewired our palates and our brains, and the results are making us sick and killing us.

With in-depth historical and scientific research, The Dorito Effect casts the food crisis in a fascinating new light, weaving an enthralling tale of how we got to this point and where we are headed. We’ve been telling ourselves that our addiction to flavor is the problem, but it is actually the solution. We are on the cusp of a new revolution in agriculture that will allow us to eat healthier and live longer by enjoying flavor the way nature intended.
How To Brew: Everything You Need to Know to Brew Great Beer Every Time (Fourth Edition)

By John Palmer

Fully revised and updated, How to Brew is the definitive guide to making quality beers at home. Whether you want simple, sure-fire instructions for making your first beer, or you're a seasoned homebrewer working with all-grain batches, this book has something for you. John Palmer adeptly covers the full range of brewing possibilities—accurately, clearly and simply. From ingredients and methods to recipes and equipment for brewing beer at home, How to Brew is loaded with valuable information on brewing techniques and recipe formulation.

A perennial best seller since the release of the third edition in 2006, How to Brew, is a must-have to update every new and seasoned brewer's library.

This completely revised and updated edition includes:

More emphasis on the “top six priorities”: sanitation, fermentation temperature control, yeast management, the boil, good recipes, and water. Five new chapters covering malting and brewing, strong beers, fruit beers, sour beers, and adjusting water for style. All other chapters revised and expanded: Expanded and updated charts, graphs, equations, and visuals. Expanded information on using beer kits. Thorough revision of mashing and lautering chapters: Expanded tables of recommended times and temperatures for single-infusion, multiple-step, and decoction mashing. Complete discussion of first wort gravity as a function of water to grist ratio. Complete revision of infusion and decoction equations. Revised and updated information on managing your fermentation: Yeast pitching and starters. Yeast starter growth factors. Yeast and the maturation cycle. And much more!

The author of the bestseller The Disappearing Spoon reveals the secret inner workings of the brain through strange but true stories.

Early studies of the human brain used a simple method: wait for misfortune to strike -- strokes, seizures, infectious diseases, horrendous accidents -- and see how victims coped. In many cases their survival was miraculous, if puzzling. Observers were amazed by the transformations that took place when different parts of the brain were destroyed, altering victims' personalities. Parents suddenly couldn't recognize their own children. Pillars of the community became pathological liars. Some people couldn't speak but could still sing.

In The Tale of the Dueling Neurosurgeons, Sam Kean travels through time with stories of neurological curiosities: phantom limbs, Siamese twin brains, viruses that eat patients' memories, blind people who see through their tongues. He weaves these narratives together with prose that makes the pages fly by, to create a story of discovery that reaches back to the 1500s and the high-profile jousting accident that inspired this book's title.* With the lucid, masterful explanations and razor-sharp wit his fans have come to expect, Kean explores the brain's secret passageways and recounts the forgotten tales of the ordinary people whose struggles, resilience, and deep humanity made neuroscience possible.

*"The Tale of the Dueling Neurosurgeons" refers to the case of French king Henri II, who in 1559 was lanced through the skull during a joust, resulting in one of the most significant cases in neuroscience history. For hundreds of years scientists have gained important lessons from traumatic accidents and illnesses, and such misfortunes still represent their greatest resource for discovery.
'This is about gob-smacking science at the far end of reason ... Take it nice and easy and savour the experience of your mind being blown without recourse to hallucinogens' Nicholas Lezard, Guardian
For most people, quantum theory is a byword for mysterious, impenetrable science. And yet for many years it was equally baffling for scientists themselves.

In this magisterial book, Manjit Kumar gives a dramatic and superbly-written history of this fundamental scientific revolution, and the divisive debate at its core. Quantum theory looks at the very building blocks of our world, the particles and processes without which it could not exist.

Yet for 60 years most physicists believed that quantum theory denied the very existence of reality itself. In this tour de force of science history, Manjit Kumar shows how the golden age of physics ignited the greatest intellectual debate of the twentieth century.

Quantum theory is weird. In 1905, Albert Einstein suggested that light was a particle, not a wave, defying a century of experiments. Werner Heisenberg's uncertainty principle and Erwin Schrodinger's famous dead-and-alive cat are similarly strange. As Niels Bohr said, if you weren't shocked by quantum theory, you didn't really understand it.

While "Quantum" sets the science in the context of the great upheavals of the modern age, Kumar's centrepiece is the conflict between Einstein and Bohr over the nature of reality and the soul of science. 'Bohr brainwashed a whole generation of physicists into believing that the problem had been solved', lamented the Nobel Prize-winning physicist Murray Gell-Mann. But in "Quantum", Kumar brings Einstein back to the centre of the quantum debate. "Quantum" is the essential read for anyone fascinated by this complex and thrilling story and by the band of brilliant men at its heart.
A New York Times bestseller
Named one of The Economist’s Books of the Year 2014
Named one of The Wall Street Journal’s Top Ten Best Nonfiction Books of 2014
Kirkus Reviews Best Nonfiction Books of 2014
Forbes’s Most Memorable Healthcare Book of 2014
Named a Best Food Book of 2014 by Mother Jones
Named one of Library Journal's Best Books of 2014

In The Big Fat Surprise, investigative journalist Nina Teicholz reveals the unthinkable: that everything we thought we knew about dietary fat is wrong. She documents how the low-fat nutrition advice of the past sixty years has amounted to a vast uncontrolled experiment on the entire population, with disastrous consequences for our health.

For decades, we have been told that the best possible diet involves cutting back on fat, especially saturated fat, and that if we are not getting healthier or thinner it must be because we are not trying hard enough. But what if the low-fat diet is itself the problem? What if the very foods we’ve been denying ourselves—the creamy cheeses, the sizzling steaks—are themselves the key to reversing the epidemics of obesity, diabetes, and heart disease?

In this captivating, vibrant, and convincing narrative, based on a nine-year-long investigation, Teicholz shows how the misinformation about saturated fats took hold in the scientific community and the public imagination, and how recent findings have overturned these beliefs. She explains why the Mediterranean Diet is not the healthiest, and how we might be replacing trans fats with something even worse. This startling history demonstrates how nutrition science has gotten it so wrong: how overzealous researchers, through a combination of ego, bias, and premature institutional consensus, have allowed dangerous misrepresentations to become dietary dogma.

With eye-opening scientific rigor, The Big Fat Surprise upends the conventional wisdom about all fats with the groundbreaking claim that more, not less, dietary fat—including saturated fat—is what leads to better health and wellness. Science shows that we have been needlessly avoiding meat, cheese, whole milk, and eggs for decades and that we can now, guilt-free, welcome these delicious foods back into our lives.

CNBC and Strategy + Business Best Business Book of 2017

"Steven and Jamie have done a wonderful job of balancing the promises, perils, and how-to prescriptions of engineering peak states such as 'flow.'" —Tim Ferriss, #1 New York Times best-selling author of The 4-Hour Workweek

It’s the biggest revolution you’ve never heard of, and it’s hiding in plain sight. Over the past decade, Silicon Valley executives like Eric Schmidt and Elon Musk, Special Operators like the Navy SEALs and the Green Berets, and maverick scientists like Sasha Shulgin and Amy Cuddy have turned everything we thought we knew about high performance upside down. Instead of grit, better habits, or 10,000 hours, these trailblazers have found a surprising short cut. They're harnessing rare and controversial states of consciousness to solve critical challenges and outperform the competition.

New York Times bestselling author Steven Kotler and high performance expert Jamie Wheal spent four years investigating the leading edges of this revolution—from the home of SEAL Team Six to the Googleplex, the Burning Man festival, Richard Branson’s Necker Island, Red Bull’s training center, Nike’s innovation team, and the United Nations’ Headquarters. And what they learned was stunning: In their own ways, with differing languages, techniques, and applications, every one of these groups has been quietly seeking the same thing: the boost in information and inspiration that altered states provide.

Today, this revolution is spreading to the mainstream, fueling a trillion dollar underground economy and forcing us to rethink how we can all lead richer, more productive, more satisfying lives. Driven by four accelerating forces—psychology, neurobiology, technology and pharmacology—we are gaining access to and insights about some of the most contested and misunderstood terrain in history. Stealing Fire is a provocative examination of what’s actually possible; a guidebook for anyone who wants to radically upgrade their life.

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