Noah Shore

Mathematician & Researcher — Time-Frequency Analysis, Signal Processing, Machine Learning

I work on wavelet coherence methods for non-stationary signals, and how to fold them into graph- and sequence-based ML architectures. Currently leading a small independent research team building a graph neural network + GRU model for EEG-based epileptic seizure prediction. Author of a peer-reviewed IEEE publication on real-time wavelet coherence architecture.

Current Research

Dense-edge graph neural network + GRU architecture for EEG-based epileptic seizure prediction.

Full writeup & architecture diagram →
Left Hand Signal Analysis

Left Hand Motor Cortex Activity

Right Hand Signal Analysis

Right Hand Motor Cortex Activity

Morlet Wavelet Analysis Animation
From the Notes
2026-08-17Checking whether the prediction results are real: leakage claims and a null control 2026-08-17OOM fix, a streaming classifier, and the first trustworthy prediction-mode results
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Publications

The Coherent Multiplex

Scalable Real-Time Wavelet Coherence Architecture. N. Shore, IEEE 14th International Symposium on Image and Signal Processing and Analysis (ISPA), Oct. 2025.

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M.S. Thesis — University of Galway

Wavelet-Based Time-Frequency Fingerprinting for Feature Extraction of Traditional Irish Music. Published on arXiv, 2025.

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