/NN_Test

This project contains some neural network code

Primary LanguageC++

NN_Test

This project contains some neural network code:

  • perceptron code
  • BP(Back Propagation) code
  • CNN(Convolutional Neural Networks) code
  • tiny-cnn's usage GitHub
  • tiny-dnn's usage GitHub
  • mathematical formula's implement with C++
    • Linear Algebra
      • transpose
      • determinant
      • adjoint matrix
      • inverse matrix
      • norm(vector、matrix)
      • eigenvalues/eigenvectors(real symmetric matrix)
      • SVD(Singular Value Decomposition)
      • pseudoinverse
      • trace
    • Probability
      • mean、variance、standard deviation
      • covariance matrix
    • Activation Function
      • logistic sigmoid function
      • softplus function
      • ReLU(rectified linear unit)
      • Leaky ReLUs(leaky rectified linear units)
      • ELUs(Exponential linear units)

The project support platform: windows7/10 64 bits. It can be directly build with VS2013 in windows7/10 64bits.

Screenshot:

Blog: fengbingchun