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NeuroPulse

NeuroPulse

Unspoken, yet understood

Created on 6th April 2025

NeuroPulse

NeuroPulse

Unspoken, yet understood

The problem NeuroPulse solves

Motor neuron disorders like ALS impair speech and expression, affecting identity and independence. Traditional aids lack emotional depth. NeuroPulse enables mood-based word prediction and hands-free selection, offering expressive, accessible communication.

Challenges we ran into

Accurate Mood Detection:
Interpreting mood from EEG signals beacause Users with ALS may have limited facial mobility or speech, making mood inference difficult.
Hands-Free Word Selection:
Designing an interface that works with minimal motor function.
Challenge: Eye-tracking can be error-prone, slow, or fatiguing
Handling false positive was the biggest issue.

Tracks Applied (1)

Artificial intelligence/Machine Learning

This project fits the AI/ML track by integrating Natural Language Processing, affective computing, deep learning, and as...Read More

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