Herbert Wertheim College of Engineering
Napoli Lab
Led by Nicholas Napoli · Electrical and Computer Engineering
What we study
The Napoli Lab studies signal processing, machine learning, and human performance using data fusion and uncertainty modeling. They apply these methods to human systems and physiology.
What working here is like
- Computational
- No organisms (data only)
- Coding required
- Papers
- 5
Recent papers, explained
- Decoding neuronal criticality firing patterns for large brain based EEG models
2026 · NeuroImage
Tests how EEG recordings show brain activity patterns near critical points for optimal processing.
- Pumping up your predictive power for cognitive state detection with the proper GAINS
2025 · NeuroImage
Develops a new algorithm to detect cognitive states from EEG signals more accurately.
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- Chest wall restriction device for modeling respiratory challenges and dysfunction
2025 · Frontiers in Medical Engineering
Builds a device to simulate chest and abdominal restrictions for respiratory research.
- Leveraging intrinsic non-sinusoidal patterns to infer search behavior to predict exposure to respiratory stressors
2025 · American Journal of Physiology-Lung Cellular and Molecular Physiology
Shows how analyzing breathing phase changes better detects respiratory stress than traditional methods.
- Acute Adenosine Receptor Antagonism in Combination With Acute Intermittent Hypoxia to Promote Breathing Plasticity in Amyotrophic Lateral Sclerosis: Protocol for a Randomized, Double-Blinded, Placebo-Controlled Trial
2025 · JMIR Research Protocols
Studies whether combining AIH and adenosine antagonists can improve breathing in ALS patients.
Plain-language summaries are AI-written and reviewed by us; check the paper for details.
How to reach out
Nicholas Napoli hasn't set up this page yet. Their UF Scholars profile lists their publications.