74 citations · 162 across the 5 of their papers we have counts for
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3 papers · 1 filter
cs.NE2022★ 44 cited
Optimizing Memory in Reservoir Computers
Thomas L. Carroll
A reservoir computer is a way of using a high dimensional dynamical system for computation. One way to construct a reservoir computer is by connecting a set of nonlinear nodes into…
cs.NE2020★ 74 cited
Do Reservoir Computers Work Best at the Edge of Chaos?
Thomas L. Carroll
It has been demonstrated that cellular automata had the highest computational capacity at the edge of chaos, the parameter at which their behavior transitioned from ordered to chao…
cs.NE2020
Adding Filters to Improve Reservoir Computer Performance
Thomas L. Carroll
Reservoir computers are a type of neuromorphic computer that may be built a an analog system, potentially creating powerful computers that are small, light and consume little power…