deep learning 20170311
TRANSCRIPT
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