Programming Massively Parallel Processors


Book Description

Programming Massively Parallel Processors: A Hands-on Approach, Second Edition, teaches students how to program massively parallel processors. It offers a detailed discussion of various techniques for constructing parallel programs. Case studies are used to demonstrate the development process, which begins with computational thinking and ends with effective and efficient parallel programs. This guide shows both student and professional alike the basic concepts of parallel programming and GPU architecture. Topics of performance, floating-point format, parallel patterns, and dynamic parallelism are covered in depth. This revised edition contains more parallel programming examples, commonly-used libraries such as Thrust, and explanations of the latest tools. It also provides new coverage of CUDA 5.0, improved performance, enhanced development tools, increased hardware support, and more; increased coverage of related technology, OpenCL and new material on algorithm patterns, GPU clusters, host programming, and data parallelism; and two new case studies (on MRI reconstruction and molecular visualization) that explore the latest applications of CUDA and GPUs for scientific research and high-performance computing. This book should be a valuable resource for advanced students, software engineers, programmers, and hardware engineers. - New coverage of CUDA 5.0, improved performance, enhanced development tools, increased hardware support, and more - Increased coverage of related technology, OpenCL and new material on algorithm patterns, GPU clusters, host programming, and data parallelism - Two new case studies (on MRI reconstruction and molecular visualization) explore the latest applications of CUDA and GPUs for scientific research and high-performance computing




Brain-Like and Massively-Parallel Computers


Book Description

This book is designed to serve as a textbook/reference in psychological/intelligent/neural/knowledge engineering and its related technologies.




Intellectual Warfare


Book Description

A hundred-thousand years ago one of the biggest differences between humans and the rest of the animal kingdom was that we were better at catching them than they were at catching us. Today things have changed...somewhat. Thinking is easy. Anyone can think. What's important is thinking intelligently. The problem is that a battle for our minds is taking place, and most people don't even notice. We're influenced from the news, social gatherings, what we read, what we are told, and what everyone else is thinking. Salespeople, marketers, and politicians know thousands of ways to push our minds in one direction or another. The result is that society is littered with people who retain beliefs they cannot explain for reasons they do not know. What you think matters. People fight for their beliefs, defend them, and in some cases even die for them. Lesser minds might be content with easy answers and poorly thought out explanations. But if you seek a strong mind, you first must ensure that you are capable of overcoming the elements that influence the way you think. Intellectual Warfare is designed to equip you with the tools necessary to win the battle for your mind. The book spans a host of topics ranging from the human ego, natural biases, cognitive illusions, and an entire section on the weapons of persuasion constantly attacking your thought process. Aimed at anyone seeking to improve their intellect, this book will ensure you are making the most of your mind.







Using OpenCL


Book Description




AAAI-94


Book Description

AAAI proceedings describe innovative concepts, techniques, perspectives, and observations that present promising research directions in artificial intelligence.




Ultimate Computing


Book Description

The possibility of direct interfacing between biological and technological information devices could result in a merger of mind and machine - Ultimate Computing. This book, a thorough consideration of this idea, involves a number of disciplines, including biochemistry, cognitive science, computer science, engineering, mathematics, microbiology, molecular biology, pharmacology, philosophy, physics, physiology, and psychology.




The Ravenous Brain


Book Description

Consciousness is our gateway to experience: it enables us to recognize Van Gogh's starry skies, be enraptured by Beethoven's Fifth, and stand in awe of a snowcapped mountain. Yet consciousness is subjective, personal, and famously difficult to examine: philosophers have for centuries declared this mental entity so mysterious as to be impenetrable to science.In The Ravenous Brain, neuroscientist Daniel Bor departs sharply from this historical view, and builds on the latest research to propose a new model for how consciousness works. Bor argues that this brain-based faculty evolved as an accelerated knowledge gathering tool. Consciousness is effectively an idea factory -- that choice mental space dedicated to innovation, a key component of which is the discovery of deep structures within the contents of our awareness.This model explains our brains"; ravenous appetite for information -- and in particular, its constant search for patterns. Why, for instance, after all our physical needs have been met, do we recreationally solve crossword or Sudoku puzzles? Such behavior may appear biologically wasteful, but, according to Bor, this search for structure can yield immense evolutionary benefits -- it led our ancestors to discover fire and farming, pushed modern society to forge ahead in science and technology, and guides each one of us to understand and control the world around us. But the sheer innovative power of human consciousness carries with it the heavy cost of mental fragility.Bor discusses the medical implications of his theory of consciousness, and what it means for the origins and treatment of psychiatric ailments, including attention-deficit disorder, schizophrenia, manic depression, and autism. All mental illnesses, he argues, can be reformulated as disorders of consciousness -- a perspective that opens up new avenues of treatment for alleviating mental suffering.A controversial view of consciousness, The Ravenous Brain links cognition to creativity in an ingenious solution to one of science's biggest mysteries.




Challenges for Computational Intelligence


Book Description

In recent years computational intelligence has been extended by adding many other subdisciplines and this new field requires a series of challenging problems that will give it a sense of direction in order to ensure that research efforts are not wasted. This book written by top experts in computational intelligence provides such clear directions and a much-needed focus on the most important and challenging research issues.




Dennett


Book Description

A systematic and thorough interpretation of the philosophy of Daniel Dennett, this book is a tantalizing entrée into the philosophy of mind. Manifestly, we human beings are conscious, thinking, free and responsible agents. However, science has revealed that we are also natural products of evolution, composed of simple biochemical components which are arranged in complex self-maintaining configurations. How do these two aspects of humanity coincide? Tadeusz Zawidzki outlines Dennett’s reconciliation of three major components - thought, consciousness, and freedom of the will – with what science tells us about human nature. In the course of this exposition, the book highlights the important role that Darwinian thinking plays in Dennett’s proposed reconciliation, as well as his innovative proposals regarding the ‘reality’ of our consciousness and its attributes. An insightful introduction to Dennett’s thought, this work will prove invaluable to interested readers, students, and scholars alike.