Peepaal

Founder

Vaibhav Vishal

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Research

Academic Publications & Work

Battle of Algorithm: Machine Learning vs Deep Learning for Explainable Emotion Recognition from ECG Waveform
Published

Battle of Algorithm: Machine Learning vs Deep Learning for Explainable Emotion Recognition from ECG Waveform

4th IEEE International Conference (IATMSI-2026)

The paper compares Machine Learning (ML) and Deep Learning (DL) methods to detect human emotions from EEG/ECG signals. I...
Paper
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Ongoing

Real-Time Mental Workload Assessment Using EEG for Adaptive Learning Systems. (On Going)

Training Methods and Model Performance Comparison

This paper compares different deep learning models for analyzing EEG brain signals to recognize cognitive states like at...
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