Publications

You can also find my research on Google Scholar.

ECG-biometrics-bench: A Unified Framework for Reproducible Benchmarking of ECG Biometrics

Milad Parvan

arXiv preprint, 2026

A research framework and study focused on reproducible benchmarking of ECG-biometric systems across heterogeneous datasets, preprocessing configurations, and biometric evaluation protocols.

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Transfer Learning based Motor Imagery Classification using Convolutional Neural Networks

Milad Parvan, Amir Rikhtehgar Ghiasi, Tohid Yousefi Rezaii, Ali Farzamnia

ICEE 2019

This work investigates transfer-learning-based classification of motor-imagery EEG signals using convolutional neural networks.

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