Lyudmila Grigoryeva

发表

Approximation Bounds for Random Neural Networks and Reservoir Systems pdf

Lukas Gonon, Lyudmila Grigoryeva, Juan-Pablo Ortega, 2020, ArXiv.

Juan-Pablo Ortega, Lyudmila Grigoryeva, J. Ortega, 2018, Neural Networks.

Memory and forecasting capacities of nonlinear recurrent networks pdf

Lukas Gonon, Lyudmila Grigoryeva, Juan-Pablo Ortega, 2020, Physica D: Nonlinear Phenomena.

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).

Estimation and Empirical Performance of Non-Scalar Dynamic Conditional Correlation Models

Juan-Pablo Ortega, Lyudmila Grigoryeva, Luc Bauwens, 2014, Comput. Stat. Data Anal..

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).

Dimension reduction in recurrent networks by canonicalization pdf

Lyudmila Grigoryeva, Juan-Pablo Ortega, J. Ortega, 2020, Journal of Geometric Mechanics.

The Universality Problem in Dynamic Machine Learning with Applications to Realized Covolatilities Forecasting

Lukas Gonon, Lyudmila Grigoryeva, Juan-Pablo Ortega, 2019 .

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.

Risk bounds for reservoir computing pdf

Lukas Gonon, Lyudmila Grigoryeva, Juan-Pablo Ortega, 2019, ArXiv.

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

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

Universal discrete-time reservoir computers with stochastic inputs and linear readouts using non-homogeneous state-affine systems

Juan-Pablo Ortega, Lyudmila Grigoryeva, J. Ortega, 2017, J. Mach. Learn. Res..