This repository contains all the lecture slides and workshop materials for the event conducted in January 2022. The goal of this workshop is to teach and introduce you to varied topics needed for studying the Brain.
We aim to cover a small subset of topics and provide an assignment to make the learning experience better. We also provide additional resources available on the web that will help you start the journey in reverse engineering the human brain.
| Day | Topic | Slides | Assignment/Tutorials |
|---|---|---|---|
| Day 1 | Basic Python | - | Tutorial | Assignment |
| Day 1 | Introductory ML/DL and Neuroscience | Link | Link |
| Day 2 | Spiking Neural Networks | Link | Link |
| Day 2 | Reinforcement Learning | Link | Link |
| Day 2 | Recurrent Neural Networks | Link | Link |
Submission of atleast 2 assignments is mandatory for completion of the workshop. You can find all the assignments on our github here: Resources
The assignments cover an extensive amount of material and so we don't expect you to understand or complete everything. We expect you to at least go through them and try them on your own. The submission link for assignments is: https://forms.gle/UGrduAx6xwhV7nLJA. Deadline: 31st Jan 2022
Licensed under MIT license. Please reference this github repo if used any of the assignment or lecture material created by Brain and Cognitive Society, IIT Kanpur
More details: Link