Breaking News
Home > Video lecture > CSE > Artificial Intelligence(Prof. S. Sarkar Prof. Anupam Basu) > Learning Using Neural Networks – II | Artificial Intelligence | Video lecture

Learning Using Neural Networks – II | Artificial Intelligence | Video lecture

 Learning Using Neural Networks – II

TOPICS:

Instructional Objectives1:19
Artificial Neural Networks
Some real ANN usages
When to use ANN
Gradient Descent
Linear Separability
Different Non-Linearly Separable Problems
Multi-layer Feed-forward Network
An extra layer models a convex hull
What type of units to use?
Common Activation Functions
The Sigmoid Function
Sigmoid Unit
Sigmoidal Neurons
Training by gradient descent
Error gradient for a sigmoid unit
Supervised Learning Backprop
Multi-Layer Networks
Training by gradient descent
Backpropagation
Early stopping
Early stoppmg
Early stopping
Supervised Learning in ANNs
Types of Layers
Neural Network Problems
Design step for ANN
Parameter setting
Training time
Sonar target recognition

 

Download links:

MP4 format server 1 server 2
FLV format: server 1 server 2
3gp format: server 1 server 2

Check Also

video lectures

Learning Using neural Networks – I | Artificial Intelligence | Video lecture

Learning Using neural Networks – I TOPICS: Instructional Objectives2:19 Neural Network History Why Neural Networks? ...

Optimization WordPress Plugins & Solutions by W3 EDGE