Dylan Peek

According to our database, Dylan Peek authored at least 4 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Time series analysis of spiking neural systems via transfer entropy and directed persistent homology.

Dylan Peek, Siddharth Pritam, Matthew P. Skerritt, Stephan K. Chalup

Neurocomputing, 2026

2025

Challenges in 3D Data Synthesis for Training Neural Networks on Topological Features.

Dylan Peek, Matthew P. Skerritt, Siddharth Pritam, Stephan K. Chalup

CoRR, November, 2025

Noise-Robust Topology Estimation of 2D Image Data via Neural Networks and Persistent Homology.

Dylan Peek, Matthew P. Skerritt, Stephan K. Chalup

Proceedings of the AI 2025: Advances in Artificial Intelligence, 2025

2023

Synthetic Data Generation and Deep Learning for the Topological Analysis of 3D Data.

Dylan Peek, Matthew P. Skerritt, Stephan K. Chalup

Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2023