Neural Networks and Applications Video Lectures

Neural Networks and Applications
'Neural Networks and Applications' Video Lectures by Prof. Somnath Sengupta from IIT Kharagpur
"Neural Networks and Applications" - Video Lectures
Introduction to Artificial Neural Networks
Artificial Neuron Model and Linear Regression
Gradient Descent Algorithm
Nonlinear Activation Units and Learning Mechanisms
Learning Mechanisms-Hebbian,Competitive,Boltzmann
Associative memory
Associative Memory Model
Condition for Perfect Recall in Associative Memory
Statistical Aspects of Learning
V.C. Dimensions: Typical Examples
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