Extreme sensitivity of reservoir computing to small network disruptions
Philippe Vincent‐Lamarre, Guillaume Lajoie, Jean‐Philippe Thivierge · BMC Neuroscience · 2015
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