Julie Henriques

Reservoir Computing: Information Processing of Stationary Signals

Juan-Pablo Ortega, Lyudmila Grigoryeva, Julie Henriques, 2016, 2016 IEEE Intl Conference on Computational Science and Engineering (CSE) and IEEE Intl Conference on Embedded and Ubiquitous Computing (EUC) and 15th Intl Symposium on Distributed Computing and Applications for Business Engineering (DCABES).

Time-Delay Reservoir Computers and High-Speed Information Processing Capacity

Laurent Larger, Juan-Pablo Ortega, Lyudmila Grigoryeva, 2016, 2016 IEEE Intl Conference on Computational Science and Engineering (CSE) and IEEE Intl Conference on Embedded and Ubiquitous Computing (EUC) and 15th Intl Symposium on Distributed Computing and Applications for Business Engineering (DCABES).

Nonlinear Memory Capacity of Parallel Time-Delay Reservoir Computers in the Processing of Multidimensional Signals

Laurent Larger, Juan-Pablo Ortega, Lyudmila Grigoryeva, 2015, Neural Computation.

Forecasting, filtering, and reconstruction of stochastic stationary signals using discrete-time reservoir computers pdf

Juan-Pablo Ortega, Lyudmila Grigoryeva, Julie Henriques, 2015, ArXiv.

Optimal nonlinear information processing capacity in delay-based reservoir computers

Laurent Larger, Juan-Pablo Ortega, Lyudmila Grigoryeva, 2014, Scientific Reports.

Quantitative evaluation of the performance of discrete-time reservoir computers in the forecasting, filtering, and reconstruction of stochastic stationary signals

Juan-Pablo Ortega, Lyudmila Grigoryeva, Julie Henriques, 2015 .

Stochastic Nonlinear Time Series Forecasting Using Time-Delay Reservoir Computers: Performance and Universality

Laurent Larger, Juan-Pablo Ortega, Lyudmila Grigoryeva, 2013, Neural Networks.