The role of pairwise and higher-order correlations in feedforward inputs to neural networks

When presented with a task or stimulus, the ongoing activity in the brain is perturbed in order to process the new information of the environment. Typical characteristics of this evoked activity are (1) an increase in firing rate of neurons, (2) a decrease in trial-by-trial variability and (3) an increase or decrease in spike count correlations....