Have a personal or library account? Click to login
Hands-On Neural Network Programming with C# Cover

Hands-On Neural Network Programming with C#

Add powerful neural network capabilities to your C# enterprise applications

Paid access
|Oct 2018
Product purchase options

Table of Contents

  1. A Quick Refresher
  2. Building our first Neural Network Together
  3. Decision Tress and Random Forests
  4. Face and Motion Detection
  5. Training CNNs using ConvNetSharp
  6. Training Autoencoders Using RNNSharp
  7. Replacing Back Propagation with PSO
  8. Function Optimizations; How and Why
  9. Finding Optimal Parameters
  10. Object Detection with TensorFlowSharp
  11. Time Series Prediction and LSTM Using CNTK
  12. GRUs Compared to LSTMs, RNNs, and Feedforward Networks
  13. Appendix A- Activation Function Timings
  14. Appendix B- Function Optimization Reference
PDF ISBN: 978-1-78961-986-7
Publisher: Packt Publishing Limited
Copyright owner: © 2018 Packt Publishing Limited
Publication date: 2018
Language: English
Pages: 328