Relevance of UMAP for efficient and robust spike sorting
Daniel Suárez-Barrera, Lucas Bayones, Sergio Parra, Viktor Monroy, Sebastián Pujalte, Bernardo Andrade-Ortega, Héctor Díaz, M. Álvarez, Antonio Zainos, Alessio Franci, Román Rossi-Pool
This paper demonstrates that using UMAP improves spike sorting performance, efficiency, and robustness in both synthetic and experimental data.
bioRxiv · Mar 27, 2025 · PreprintNeuroscience