Pantelis Antonoudiou, PhD

Research Scientist: Neuroscience, Data Science, Machine Learning.

Background

I am a research scientist at Tufts University with a focus on Neuroscience and recently AI interpretability. My contributions in neuroscience center on how dynamic neural states arise and guide behavior, and how their disruption contributes to affective and neurological disorders.

I earned my PhD in the Mann Lab at the University of Oxford, where I studied how interneurons contribute to hippocampal gamma oscillations. I then moved to Boston for postdoctoral research in the Maguire Lab at Tufts, investigating how neural dynamics in the amygdala shape emotional behaviors.

For more information, my CV is available here.

Interests

I am deeply interested in how biological and artificial systems process information, with a focus on the computational principles that underlie cognition and brain dynamics.

I also enjoy writing code to analyze multi-modal data, extract meaningful insights from data, and build tools that support transparent and interpretable science.

Currently, I’m exploring how deep learning models like CNNs classify EEG signals, aiming to uncover the neuronal mechanisms behind their decisions.

Connect

If you would like to connect please reach out on LinkedIn or email me at pantelis.antonoudiou[at]gmail[dot]com.

For more information, my CV is available here.