3 citations · 4 across the 3 of their papers we have counts for
3 papers · 1 filter
Scalable inference of functional neural connectivity at submillisecond timescales
Arina Medvedeva, Edoardo Balzani, Alex H Williams +1
The Poisson Generalized Linear Model (GLM) is a foundational tool for analyzing neural spike train data. However, standard implementations rely on discretizing spike times into bin…
ODIN: Open Data In Neurophysiology: Advancements, Solutions & Challenges
Colleen J. Gillon, Cody Baker, Ryan Ly +5
Across the life sciences, an ongoing effort over the last 50 years has made data and methods more reproducible and transparent. This openness has led to transformative insights and…
A probabilistic framework for task-aligned intra- and inter-area neural manifold estimation
Edoardo Balzani, Jean Paul Noel, Pedro Herrero-Vidal +2
Latent manifolds provide a compact characterization of neural population activity and of shared co-variability across brain areas. Nonetheless, existing statistical tools for extra…