47 citations · 174 across the 18 of their papers we have counts for
Showing 2015Show all
2 papers · 1 filter
cs.NE2015
Nonlinear memory capacity of parallel time-delay reservoir computers in the processing of multidimensional signals
Lyudmila Grigoryeva, Julie Henriques, Laurent Larger +1
This paper addresses the reservoir design problem in the context of delay-based reservoir computers for multidimensional input signals, parallel architectures, and real-time multit…
cs.ET2015
Quantitative evaluation of the performance of discrete-time reservoir computers in the forecasting, filtering, and reconstruction of stochastic stationary signals
Lyudmila Grigoryeva, Julie Henriques, Juan-Pablo Ortega
This paper extends the notion of information processing capacity for non-independent input signals in the context of reservoir computing (RC). The presence of input autocorrelation…