Cole / Matt R. Cole Hands-On Neural Network Programming with C#

Add powerful neural network capabilities to your C# enterprise applications
1. Auflage 2018
ISBN: 978-1-78961-986-7
Verlag: De Gruyter
Format: EPUB
Kopierschutz: Adobe DRM (»Systemvoraussetzungen)

E-Book, Englisch, 328 Seiten

No detailed description available for "Hands-On Neural Network Programming with C#".

Autoren/Hrsg.

Cole, Matt

Matt R. Cole, R. Cole

Fachgebiete

• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Neuronale Netzwerke
• Mathematik | Informatik EDV | Informatik Programmierung | Softwareentwicklung Programmier- und Skriptsprachen
• Mathematik | Informatik EDV | Informatik Informatik Mensch-Maschine-Interaktion Informationsarchitektur
• Mathematik | Informatik EDV | Informatik Daten / Datenbanken Datenbankdesign & Datenbanktheorie

Inhaltsverzeichnis

Table of Contents - A Quick Refresher
- Building our first Neural Network Together
- Decision Tress and Random Forests
- Face and Motion Detection
- Training CNNs using ConvNetSharp
- Training Autoencoders Using RNNSharp
- Replacing Back Propagation with PSO
- Function Optimizations; How and Why
- Finding Optimal Parameters
- Object Detection with TensorFlowSharp
- Time Series Prediction and LSTM Using CNTK
- GRUs Compared to LSTMs, RNNs, and Feedforward Networks
- Appendix A- Activation Function Timings
- Appendix B- Function Optimization Reference

Über Autor(innen)

Cole Matt:

Matt R. Cole is a developer and author with 30 years' experience. Matt is the owner of Evolved AI Solutions, a provider of advanced Machine Learning/Bio-AI, Microservice and Swarm technologies. Matt is recognized as a leader in Microservice and Artificial Intelligence development and design. As an early pioneer of VOIP, Matt developed the VOIP system for NASA for the International Space Station and Space Shuttle. Matt also developed the first Bio Artificial Intelligence framework which completely integrates mirror and canonical neurons. In his spare time Matt authors books, and continues his education taking every available course in advanced mathematics, AI/ML/DL, Quantum Mechanics/Physics, String Theory and Computational Neuroscience.