Uploaded on Apr 10, 2020
PPT on Google Brain
Google Brain
Google Brain
What is Google Brain?
• Google Brain is a deep learning artificial intelligence research
team at Google. Formed in the early 2010s, Google Brain
combines open-ended machine learning research with
systems engineering and large-scale computing resources.
Source: Google Images
Capturing headlines
• Google Brain, which began in 2011, by Jeff Dean, Greg Corrado,
and Andrew Ng is an Artificial Intelligence system based on open
learning that has been capturing headlines all over the world.
Only a year after being fully developed, i.e., in 2012, it trained
itself to identify the image of a cat based on 10 million images
Source: Google Images
Functioning
• Google Brain, as the name suggests, is meant to replicate, as
closely as possible, the functioning of a normal human brain. And
the team behind it has been largely successful in doing the same.
In October 2016, the people behind the Brain tried to conduct a
basic simulation of human communication between three AIs:
Alice, Bob and Eve.
Source: Google Images
Alice, Bob & Eve
• The purpose was to have Alice and Bob communicate effectively,
without Bob misreading Alice’s messages and without Eve
intercepting them. The study showed that for every round where
they failed to communicate properly, the next round showed a
significant improvement in the cryptographic abilities of the two AIs.
Source: Google Images
Replicating humans
• Even though a normal person might think that cryptography as such
is largely absent from normal human communication, nothing could
be further from the truth. We communicate not only through words
but also gestures – waves, eye rolls, and sighs. Had it not been for
the long years that we have spent in society, undergoing the
process of socialization, we would never have learned how to
decode “these signals” – eyeballs, hand taps, body positioning.
Source: Google Images
Google Translate
• The Google Brain also contributed to Google Translate. In
September 2016, Google Neural Machine Translation was
launched. The team behind Google Brain pioneered a Multilingual
GNMT System which amplified the previous one by enabling
translations between multiple languages, thereby bolstering
Google Translate on the whole.
Source: Google Images
Google Scale
• As part of Google and Alphabet, the team has resources and
access to projects impossible to find elsewhere. Their broad and
fundamental research goals allow them to actively collaborate
with, and contribute uniquely to, many other teams across
Alphabet who deploy the cutting edge technology into products.
Source: Google Images
Open Culture
• Google believes that openly disseminating research is critical to
a healthy exchange of ideas, leading to rapid progress in the
field. As such, they publish their research regularly at top
academic conferences and release tools, such as TensorFlow, as
open source projects.
Source: Google Images
Future
• Humans will be able to get answers to any questions they may
have without making a sound or typing anything, with the help of
Google Brain. It can then deliver tailored lessons catered to each
individual. There’s even talk of AI devices being able to read facial
expressions to determine whether the student is reacting
positively or negatively to different learning methods.
Source: Google Images
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