Introduction to Computational Neuroscience (DVD)

Media Storage Type : DVD-ROM

NPTEL Course Name : Introduction to Computational Neuroscience

NPTEL Subject Matter Expert : Dr. V Srinivasa Chakravarthy

NPTEL Co-ordinating Institute : IIT Madras

NPTEL Lecture Count : 10

Lecture Titles:

Lecture 1 - Introduction
Lecture 2 - Neuron: Structure and Function
Lecture 3 - Mathematical Preliminaries
Lecture 4 - Hodgkin-Huxley Model
Lecture 5 - Modeling the neuron components
Lecture 6 - Simplified Neuron Models
Lecture 7 - Neural Networks
Lecture 8 - Neural Networks- Hopfield network
Lecture 9 - Unsupervised Learning-Hebbian Learning
Lecture 10 - Unsupervised Learning-Competitive Learning