Deep learning 20170311

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Transcript of Deep learning 20170311

WakU2

WakU2IoT, Web

JetsonARDeepLearning

DeepLearningJetsonWebIoT(Factory Automation)ARVSLAMDeepLearning

= DeepLearning = Deep Neural Network (DNN)

DeepLearningDeep Neural NetworkDNN

Q: ?

4

4

~

f(x)

~

yf(x)w0~w4

1. 2. 3.

(NN)

0n0n1...

1

0.50.5

...

Q. xypositive: negative:

xy

?

1.

positivenegativey=Wx+b

positivenegative

y-Wx-b0positivey-Wx-b0negative

NN

positivenegative

y-Wx-b

Wb

2.

WbWb

https://www.slideshare.net/thorikawa/prml-chapter5cross entoropy

3.

Wb

http://sinhrks.hatenablog.com/entry/2014/11/24/205305W,b

WbWb

Wbxypositivenegative

Wbxypositivenegative

=

1.

2.

cross entoropy

3.

Wb~

Wb

201210%

20164DeepLearningAlphaGo41

https://medium.com/udacity/deep-learning-nanodegree-foundation-program-syllabus-in-depth-2eb19d014533#.b5l5oouwp

https://devblogs.nvidia.com/parallelforall/deep-learning-nutshell-history-training/

GPU

GPU

JetsonDeepLearning

JetsonDeepLearning