عنوان

The deep learning revolution /

(Number (ISBN

026203803X

(Number (ISBN

9780262038034

Title Proper

The deep learning revolution /

General Material Designation

[Book]

First Statement of Responsibility

Terrence J. Sejnowski.

Place of Publication, Distribution, etc.

Cambridge, Massachusetts :

Name of Publisher, Distributor, etc.

The MIT Press,

Date of Publication, Distribution, etc.

[2018]

Specific Material Designation and Extent of Item

x, 342 pages :

Other Physical Details

illustrations (chiefly color) ;

Dimensions

24 cm

Text of Note

Includes bibliographical references (pages 285-319) and index.

Text of Note

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.

Artificial intelligence-- Social aspects.

Big data.

Machine learning.

54.83 computer aided engineering.

Artificial intelligence-- Social aspects.

Big data.

COMPUTERS-- Database Management-- Data Mining.

Künstliche Intelligenz

Machine learning.

Maschinelles Lernen

Neuronales Netz

Number

Edition

Class number

Book number

Class number

System Code

Sejnowski, Terrence J., (Terrence Joseph)

Date of Transaction

20200822104712.0

Cataloguing Rules (Descriptive Conventions))

rda

Electronic name

[Book]

Y