検索キーワード： 機械理論・人工知能

Discover best practices, reproducible architectures, and design patterns to help guide deep learning models from the lab into production. In Deep Learning Patterns and Practices you will learn: Internal functioning of modern convolutional neural networks, procedural reuse design pattern for CNN architectures, models for mobile and IoT devices, assembling large-scale model deployments, optimizing hyperparameter tuning, and migrating a model to a production environment.

Artificial intelligence is revolutionizing the modern world. It is ubiquitous-in our homes and offices, in the present and most certainly in the future. Today, we encounter AI as our distant ancestors once encountered fire. If we manage AI well, it will become a force for good, lighting the way to many transformative inventions. If we deploy it thoughtlessly, it will advance beyond our control. As AI policy experts Ben Buchanan and Andrew Imbrie show in The New Fire, few choices are more urgent—or more fascinating—than how we harness this technology and for what purpose.

Whether we realize it or not, we think of our brains as computers. In neuroscience, the metaphor of the brain as a computer has defined the field for much of the modern era. But as neuroscientists increasingly reevaluate their assumptions about how brains work, we need a new metaphor to help us ask better questions. The computational neuroscientist Daniel Graham offers an innovative paradigm for understanding the brain. He argues that the brain is not like a single computer—it is a communication system, like the internet.

Computer technology has improved exponentially over the last 50 years. But the headroom for bigger and better electronic solutions is running out. Our best hope is to engage the power of quantum physics. Brian Clegg explains algorithms and their quantum counterparts, explores the physical building blocks and quantum weirdness necessary to make a quantum computer and uncovers the capabilities of the current generation of machines.

In How to Create a Mind, Ray Kurzweil presents a provocative exploration of the most important project in human-machine civilization: reverse-engineering the brain to understand precisely how it works and using that knowledge to create even more intelligent machines. Kurzweil discusses how the brain functions, how the mind emerges, brain-computer interfaces, and the implications of vastly increasing the powers of our intelligence to address the world’s problems.

You are probably not aware, because of their hidden nature, but artificial intelligence systems are all around you affecting some of the biggest areas of your life - jobs, loans, kids, mental health, relationships, freedoms, and even healthcare decisions that can determine if you live or die.

What can a quantum computer do? If we have a sequence of 30 zeroes and ones, it has about one billion of possible values. However, a classical computer can only be in one of these one billion states at the same time. A quantum computer can be in a quantum combination of all of those states, called superposition.

Artificial intelligence has long been a mainstay of science fiction, and increasingly it feels as if AI is entering our everyday lives, with technology like Apple’s Siri now prominent and self-driving cars almost upon us. But what do we actually mean when we talk about ‘AI’? What has it done for us so far? And what technologies could it yield in the future? AI expert Yorick Wilks takes a journey through the history of artificial intelligence up to the present day, examining its origins, controversies and achievements, as well as looking into just how it works.

In their groundbreaking book Human + Machine, Accenture technology leaders Paul Daugherty and H. James Wilson showed how leading organizations use the power of human-machine collaboration to transform their businesses and their bottom lines. Now those companies and other pioneers across industries are reshaping the very nature of innovation. In Radically Human, Daugherty and Wilson show this profound shift - how artificial intelligence is becoming less artificial and more intelligent.

Eine Chinesin, die es wagt, ihren brasilianischen Freund nicht mehr länger nur in einer virussicheren, virtuellen Realität zu treffen. Ein junger Mann in Sri Lanka, der mittels autonomer Fahrzeuge Leben rettet. Ein Münchner Quantencomputerprofi, der die Welt mit KI-gesteuerten Waffen ins Chaos stürzen will... In KI 2041 haben sich der international bekannteste KI-Experte und ein führender Science-Fiction-Autor zusammengetan, um eine zwingende Frage zu beantworten: Wie wird künstliche Intelligenz unser Leben in zwanzig Jahren verändert haben?

This audiobook explores Nick Bostrom's idea that a computer could theoretically create self-conscious programs within its own hardware, with parallels to the “Blind Watchmaker” idea, where amaurotic processes produce an opened eye-consciousness that can ruminate about its origins.

Recent years have seen rapid advances in 'artificial' intelligence, which increasingly appears to be something stranger than we ever imagined. At the same time, we are becoming more aware of the other intelligences which have been with us all along, unrecognised. These other beings are the animals, plants and natural systems that surround us, and are slowly revealing their complexity and knowledge - just as the new technologies we've built are threatening to cause their extinction, and ours.

When an attack happens, you don't want to be the person or team in complete panic. In an episode, terror becomes the worst enemy and can lead to mistakes. When we panic, we miss important clues about the attack, campaign, or attacker. Having a basic knowledge of general (cyber)security terms and concepts helps us respond faster and more professionally than most teams without that training or expertise. This book focuses on essential concepts in the least amount of time and pages to give you the basic knowledge to stay focused.

Curious about the metaverse, but can't quite wrap your head around it? Maybe you want to get a headstart, but don't know where to begin? In this practical primer, you will learn why and how we should prepare for a new digital renaissance, and what it means in terms of job opportunities, investments, and new business models.

Drawing on decades of research into decision-making under uncertainty, Gerd Gigerenzer makes a compelling case for the enduring importance of human discernment in an automated world that we are told can - and will - replace our efforts. Filled with practical examples and cutting-edge research, How to Stay Smart in a Smart World examines the growing role of AI at all levels of daily life with refreshing clarity. This book is a life raft in a sea of information and an urgent invitation to actively shape the digital world in which we want to live.

In Democratizing Artificial Intelligence to Benefit Everyone, Dr. Jacques Ludik takes us on a holistic sense-making journey to synthesize and better our understanding of AI, its applications, its benefits, its risks, its limitations, its progress, and its likely future paths. As a founder of multiple AI companies with three decades of experience in AI and its world-wide applications, Dr. Ludik's audiobook offers specific solutions that address designing for social good, building human-compatible AI, and so many more ideas for reshaping civilization for beneficial outcomes!

Artificial intelligence's central issues concern reasoning, knowledge, planning, learning, natural language processing and perception, and the ability to move and manipulate objects. Statistical methods, computational intelligence, soft computing, and conventional symbolic algebra are all approaches. While it remains to be seen how beneficial and effective AI technology will be in the future, it cannot be denied that during this time of crisis, this 21st-century technology has proven to be an asset in making the process more convenient and easier for medical experts and the nation.

The world of work is undergoing the most significant change since the industrial revolution. Cognitive A.I. is driving world change faster than at any time in history. There are massive advantages for employers who act and act quickly. At precisely the same time, COVID has been a wake-up call. Organizations have discovered that they employ too many people, and the realization – many can be more productive working remotely.

Artificial intelligence is going to change the world as we know it. But the real danger isn't some robot that's going to enslave us: It's our own brain. Our brains are constantly making decisions using shortcuts, biases, and hidden processes—and we're using those same techniques to create technology that makes choices for us. In The Loop, award-winning science journalist Jacob Ward reveals how we are poised to build all of our worst instincts into our AIs, creating a narrow loop where each generation has fewer, predetermined, and even dangerous choices.

Vom Sortieren der Post über den OP-Saal bis zu Siri und Alexa, von selbstfahrenden Autos über Smartphone-Gesichtserkennung bis hin zur Corona-App: Künstliche Intelligenz bestimmt unseren Alltag schon heute. Aber was steckt eigentlich hinter diesen ganzen Techniken? Anschaulich und voller Enthusiasmus gibt der promovierte KI-Spezialist und Wissenschaftsjournalist Philip Häusser eine Einführung in die faszinierende Welt der künstlichen Intelligenz. Sein Buch ist eine facettenreiche Entdeckungsreise in die unbekannte Welt der Algorithmen und neuronalen Netze.