Advances in Neural Data Science

Advances in Neural Data Science (Springer Proceedings in Mathematics & Statistics) by Antonio Canale, Alessandra Luati, Stefano Mazzuco
English | January 29, 2025 | ISBN: 3031706374 | 133 pages | MOBI | 14 Mb
The workshop was motivated by the recent advancements in miniaturized fluorescence microscopy that have made it possible to collect complex data on neuronal responses to stimuli in awake behaving animals. Several ongoing challenges are related to this novel technology including the deconvolution of the temporal signals to extract the spike trains from the noisy calcium data, the estimation of neuronal activation intensity distribution, the spatio-temporal dependence or covariate effect estimation, among others.