Resources

Following are some of the resources we use for our projects:

Basics of Neural Network, Convolutional Neural Networks and Reinforcement Learning:

1. Computational Neuroscience Course which is available in nptel lecture from Prof. V Srinivasa Chakravarthy.
   

2. Some hand practice of convolutional neural network.
   

• Convolutional Neural Network Theory
  

• Convolutional Assignment
  

Tools

• Tensorflow

Some preliminary reading materials for start working in the team and in generally computational neuroscience:

• Prof. Srinivasa Chakravarthy’s NPTEL courses ** Demystifying The Brain ** Introduction to Computational Neuroscience

• Prof. Srinivasa Chakravarthy’s Books ** Demystifying The Brain ** Computational Neuroscience Models of the Basal Ganglia
• For students of IIT-Madras, take Prof. Srinivasa Chakravarthy’s courses ** Computational Neuroscience (BT6270) - Odd semester ** Principles of Neuroscience (BT5270) - Even semester
• Izhikevich neuronal models
• Basic math videos (3Blue1Brown youtube channel)
• MATLAB Tutorial
• Python Tutorial