Decode Your Dream with AI

BCI interface using EEG signals.

Think before you think! I know what it is! 

Project description

I know what you think! The human brain is considered to be in the ‘thinking mode’ by default. However, can we visualize what we think? The inherent nature of human perception is to describe them using words and body language. In this project, we aim to build an end-to-end generative neurosymbolic framework that can reconstruct the imagined visual by a human brain by decoding their brain signals, while incorporating symbolic reasoning and knowledge-based explanations into the model decisions. 

Project outcome

You will have the opportunity to publish your findings and develop a prototype from the findings in this project.

Project details

Timing, eligibility and other details
Length of commitment Longer than a semester; 6-9 months
Start time Anytime
In-person, remote, or hybrid? Hybrid Project 
Level of collaboration May be within a group of 2 students or individually 
Benefits Academic credit 
Who is eligible Juniors & Seniors who have excellent programming skill and have taken CSE474 or CSE455.

Project mentor

Sreyasee Das Bhattacharjee

Assistant Professor of Research & Training

Computer Science & Engineering

Phone: (716) 645-4769

Email: sreyasee@buffalo.edu

Start the project

  1. Email the project mentor using the contact information above to express your interest and get approval to work on the project. (Here are helpful tips on how to contact a project mentor.)
  2. After you receive approval from the mentor to start this project, click the button to start the digital badge. (Learn more about ELN's digital badge options.) 
Start the Digital Badge

Preparation activities

Once you begin the digital badge series, you will have access to all the necessary activities and instructions. Your mentor has indicated they would like you to also complete the specific preparation activities below. Please reference this when you get to Step 2 of the Preparation Phase. 

  • Read papers based on this project
  • Develop ideas that can benefit the project
  • Help prepare reports

Keywords

CSE, EE