154 citations · 633 across the 15 of their papers we have counts for
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Time-shift selection for reservoir computing using a rank-revealing QR algorithm
Joseph D. Hart, Francesco Sorrentino, Thomas L. Carroll
Reservoir computing, a recurrent neural network paradigm in which only the output layer is trained, has demonstrated remarkable performance on tasks such as prediction and control…
Dark Current and Single Photon Detection by 1550nm Avalanche Photodiodes: Dead Time Corrected Probability Distributions and Entropy Rates
Nicole Menkart, Joseph D. Hart, Thomas E. Murphy +1
Single photon detectors have dark count rates that depend strongly on the bias level for detector operation. In the case of weak light sources such as novel lasers or single-photon…
Time Shifts to Reduce the Size of Reservoir Computers
Thomas L. Carroll, Joseph D. Hart
A reservoir computer is a type of dynamical system arranged to do computation. Typically, a reservoir computer is constructed by connecting a large number of nonlinear nodes in a n…