The Recurrent Temporal Restricted Boltzmann Machine Captures Neural Assembly Dynamics in Whole-brain Activity
Sebastian Quiroz Monnens, Casper Peters, Luuk Willem Hesselink, Kasper Smeets, Bernhard Englitz
This paper introduces the Recurrent Temporal RBM (RTRBM) to capture both stochastic and time-predictive neural dynamics in whole-brain activity, showing improved generalization and temporal accuracy over previous methods.
bioRxiv · Feb 2, 2024Neuroscience