Explore how deep learning—from Google Translate and Siri to
driverless cars—is changing our lives and transforming every sector
of the economy. “An important and timely book, written by a gifted
scientist at the cutting edge of the AI revolution.” —Nature
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.
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Produktdetaljer
ISBN
9780262346832
Publisert
2020
Utgiver
Random House Publishing Services
Språk
Product language
Engelsk
Format
Product format
Digital bok
Forfatter