/BCS_Connectome_Project_2020

Summer Project under Brain Cognitive Society, IIT Kanpur

Primary LanguageMATLABMIT LicenseMIT

The Connectome Project - Brain Cognitive Society, April 2020

This Summer Project is carried out under the Brain Cognitive Society, IIT Kanpur during April 2020 - July 2020.

Objective

  • To explore the emerging field of connectomics.
  • To learn about the various techniques used in modern Neuroscience.
  • To understand how models are being created to interpret the behaviour on the scale of networks within the brain.
  • To study and model the circuits that govern the visual and the auditory systems (initial objective)
  • To study and model the circuits that govern the olfactory system (current objective)
  • To learn how to manage and handle a research project.

Ideation

  • Learn the basics of Neuroscience.
  • Learn the basics of Non-invasive Imaging methods like fMRI, EEG, etc.
  • Learn how to navigate through academic literature and find specific works
  • Read papers and find paper to replicate.
  • Learn the concepts required to create Neural Models.
  • Replicate models in chosen paper.
  • Create own models based on data.

Methodology

  • Literature Reviews: Understanding the concept of the connectome
  • Two layer ANNs: Understanding models of networks
  • Presentation: The Insect Visual System
  • Presentation: The Human Auditory System
  • Flow Chart: Neural Maps and Wiring Diagrams
  • Course: Fundamentals of Neuroimaging
  • Course: Academic Information Search
  • Presentation: The Drosophila Olfactory System
  • Course: Learning basics of MATLAB
  • Coding: Running simulation of Drosophila Olfactory System

Timeline

Sr. No. Start Date End Date Work
1 24-04-2020 28-04-2020 Literature Review and Two Layer ANN
2 01-05-2020 05-05-2020 The Insect Visual System
3 01-05-2020 05-05-2020 The Human Auditory System
4 10-05-2020 16-05-2020 Neural Maps and Wiring Diagrams
5 02-05-2020 06-05-2020 Fundamentals of Neuroimaging [Coursera]
6 05-05-2020 09-05-2020 Academic Information Seeking [Coursera]
7 12-06-2020 15-06-2020 Contacting Profs
8 18-06-2020 - Reading Sir's Paper
9 19-06-2020 19-06-2020 The Olfactory System in Drosophila
10 25-06-2020 30-06-2020 Learning MATLAB
11 30-06-2020 15-07-2020 Running simulation of Drosophila Olfactory System
12 10-07-2020 - Setting up GitHub Repository
13 14-07-2020 17-07-2020 Preparing Project Poster

Impact

On a expansive and huge scale, developing a functional human connectome will be the next big thing in the medical industry, diagnosing various diseases, behavioural and mental and in the (data) analysis of the plethora of data our brains collect every waking and sleeping second - a complete new way to look at neuroscience. It would also help us predict certain aspects of human behaviour as well as understand the pathology behind certain psychological disorders

This project that we are attempting will also have a rich educative and social impact, plainly as it encourages more people (ourselves primarily) who are looking to understand brains, how we use them and the fascination associated with them.

People

  • Yatin Azad (Mentor)
  • Debaditya Bhattacharya
  • Ragha Abhinaya M
  • Bhuvan N
  • Kunal Singh
  • Vatsal Karwa

Resources

Online Courses/Tutorials