Multi-region Poisson GPFA isolates shared and independent latent structure in sensorimotor tasks
Gabriel Yancy,Eric Hart,Adrian Bondy,Carlos D. Brody,Alex Huk,Jonathan Pillow,Stephen Keeley · COSYNE 2022
Identifying how brain regions work together to process inputs and generate behavior is a central goal in systems neuroscience. Recently, there has been a surge of interest in characterizing communication between brain regions and shared variability in multi-region neural recordings. In this work, we use a multi-region latent variable model (LVM) to identify computations shared-across and independent-to specific brain regions in spiking neural population data from two different animals. Here, we use a multi-region latent variable model (LVM) to identify computations shared-across and independen
Sat, Mar 19, 2022