Neural Network

Neural Network

1. Types

   • FeedForward NN
   • Feedback NN

2. Machine Learning in NN

   • Supervised Learning
   • Unsupervised Learning
   • Reinforcement Learning

3. Applications

   • Automotive
   • Electronics
   • Industrial
   • Medical
   • Speech
   • Telecommunications
   • Transportation
   • Time Series Prediction
   • Signal Processing
   • Control
   • Anamoly Detection

4. History

   • Hebbian Learning (1940)
   • Back Propagation (1975)
   • Hardware-based designs (2010)
   • Convolutional Networks (2011)

5. Components

   • Neurons
   • Connections and weights
   • Propagation function
   • Learning Rule

6. Challenges

   • Training Program
   • Powerful Machine