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ujava.org Deep Learning with Convolutional Neural Network

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신동 강
신동 강

ujava.org workshop : Deep Learning with Convolutional Neural Network (CNN), speaker Shindong Kang of idosi.com

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Deep Learning with Convolutional Neural Network ujava.org Workshop 2015-04-06 www.idosi.com CEO 강신동 Shindong KANG (주)지능도시
www.idosi.comujava.org
www.idosi.comspaceapi.org
SVM (Support Vector Machine)
SVM : add features
SVM : linear separable
SVM : Kernel functions
SVM : Margin & Support Vectors
SVM : Soft Margin
Differential Equation F = ma F = mg (g=9.8m/sec2, 10m/sec2) ma = mg a = g y'' = g y'' – g = 0
Differential Equation
Laplace Transform Laplace Transform > Fourier Transform Time domain → Frequency domain Linearity
Solving DiffEq with Laplace Transform
Linear System
Dirac delta function Physicist Dirac's function for Quantum Physics
Impulse Diagnosis
Impulse Response
www.idosi.comImpulse Response
Time-invariant System
Convolution
Convolution (합성곱)
Convolution function graph
Solving Convolution equation
Convolution in 2D
Convolution in 2D
www.idosi.comConvolution in Neural Network
www.idosi.comConvolution with Kernel
www.idosi.comImage Convolution
www.idosi.com3D Kernel
www.idosi.comFully connected neural network
www.idosi.comMax pooling, Avg pooling
www.idosi.comPooling effect
www.idosi.comCNN
www.idosi.comCNN
www.idosi.comOverfitting
www.idosi.comDrop-out
www.idosi.comDrop-out effect
www.idosi.comNeuroph http://neuroph.sourceforge.net
www.idosi.comGitHub ivan NeuralNetworks
www.idosi.comDL4J
Thank you ! (주)지능도시 Intelligent City Ltd. 강신동 Shindong KANG www.idosi.com ceo@idosi.com

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