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Deep Learning
  • Language: en
  • Pages: 800

Deep Learning

  • Type: Book
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  • Published: 2016-11-10
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  • Publisher: MIT Press

"Written by three experts in the field, Deep Learning is the only comprehensive book on the subject." -- Elon Musk, cochair of OpenAI; cofounder and CEO of Tesla and SpaceX Deep learning is a form of machine learning that enables computers to learn from experience and understand the world in terms of a hierarchy of concepts. Because the computer gathers knowledge from experience, there is no need for a human computer operator to formally specify all the knowledge that the computer needs. The hierarchy of concepts allows the computer to learn complicated concepts by building them out of simpler ones; a graph of these hierarchies would be many layers deep. This book introduces a broad range of...

The Book
  • Language: en
  • Pages: 344

The Book

  • Type: Book
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  • Published: 2018-04-27
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  • Publisher: MIT Press

The book as object, as content, as idea, as interface. What is the book in a digital age? Is it a physical object containing pages encased in covers? Is it a portable device that gives us access to entire libraries? The codex, the book as bound paper sheets, emerged around 150 CE. It was preceded by clay tablets and papyrus scrolls. Are those books? In this volume in the MIT Press Essential Knowledge series, Amaranth Borsuk considers the history of the book, the future of the book, and the idea of the book. Tracing the interrelationship of form and content in the book's development, she bridges book history, book arts, and electronic literature to expand our definition of an object we though...

Paradox
  • Language: en
  • Pages: 225

Paradox

  • Type: Book
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  • Published: 2014-02-14
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  • Publisher: MIT Press

An introduction to paradoxes showing that they are more than mere puzzles but can prompt new ways of thinking.

Spotify Teardown
  • Language: en
  • Pages: 288

Spotify Teardown

  • Type: Book
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  • Published: 2019-02-19
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  • Publisher: MIT Press

An innovative investigation of the inner workings of Spotify that traces the transformation of audio files into streamed experience. Spotify provides a streaming service that has been welcomed as disrupting the world of music. Yet such disruption always comes at a price. Spotify Teardown contests the tired claim that digital culture thrives on disruption. Borrowing the notion of “teardown” from reverse-engineering processes, in this book a team of five researchers have playfully disassembled Spotify's product and the way it is commonly understood. Spotify has been hailed as the solution to illicit downloading, but it began as a partly illicit enterprise that grew out of the Swedish file-...

Documenting Aftermath
  • Language: en
  • Pages: 280

Documenting Aftermath

  • Type: Book
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  • Published: 2018-10-16
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  • Publisher: MIT Press

An examination of how changing public information infrastructures shaped people's experience of earthquakes in Northern California in 1868, 1906, and 1989. When an earthquake happens in California today, residents may look to the United States Geological Survey for online maps that show the quake's epicenter, turn to Twitter for government bulletins and the latest news, check Facebook for updates from friends and family, and count on help from the Federal Emergency Management Agency (FEMA). One hundred and fifty years ago, however, FEMA and other government agencies did not exist, and information came by telegraph and newspaper. In Documenting Aftermath, Megan Finn explores changing public i...

Garage
  • Language: en
  • Pages: 209

Garage

  • Type: Book
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  • Published: 2018
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  • Publisher: Mit Press

Introduction -- Wright history of the garage -- The domestication of the garage -- Birth of the entrepreneurial garage -- Garageification of space -- Apple garage -- Reality distortion -- Deprogrammed garage -- Safe space

Software Studies
  • Language: en
  • Pages: 334

Software Studies

  • Type: Book
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  • Published: 2008
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  • Publisher: MIT Press

This collection of short expository, critical and speculative texts offers a field guide to the cultural, political, social and aesthetic impact of software. Experts from a range of disciplines each take a key topic in software and the understanding of software, such as algorithms and logical structures.

Problems of Atomic Dynamics
  • Language: en
  • Pages: 200

Problems of Atomic Dynamics

The Nobel Laureate discusses the foundations of quantum theory in two lectures, one on the structure of the atom, the other on the lattice theory of rigid bodies.

Democratizing Innovation
  • Language: en
  • Pages: 204

Democratizing Innovation

  • Type: Book
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  • Published: 2005
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  • Publisher: MIT Press

The process of user-centered innovation: how it can benefit both users and manufacturers and how its emergence will bring changes in business models and public policy.

An Aesthesia of Networks
  • Language: en
  • Pages: 264

An Aesthesia of Networks

  • Type: Book
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  • Published: 2013-05-17
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  • Publisher: MIT Press

Today almost every aspect of life for which data exists can be rendered as a network. Financial data, social networks, biological ecologies: all are visualized in links and nodes, lines connecting dots. A network visualization of a corporate infrastructure could look remarkably similar to that of a terrorist organization. In An Aesthesia of Networks, Anna Munster argues that this uniformity has flattened our experience of networks as active and relational processes and assemblages. She counters the "network anaesthesia" that results from this pervasive mimesis by reinserting the question of experience, or aesthesia, into networked culture and aesthetics. Rather than asking how humans experie...