Extreme sensitivity of reservoir computing to small network disruptions

Recent computational models based on reservoir computing (RC) are gaining attention as plausible theories of cortical information processing.In these models, the activity of a recurrently connected population of neurons is sent to one or many read-out units through a linear transformation.These models can operate in a chaotic regime which has been proposed as a possible mechanism underlying sustained irregular activity observed in