E-LIB Suche - Ergebnisse für: Ortega, Juan-Pablo

1

Reservoir computing for macroeconomic forecasting with mixe..:

Ballarin, Giovanni ; Dellaportas, Petros ; Grigoryeva, Lyudmila...
International Journal of Forecasting. 40 (2024) 3 - p. 1206-1237 , 2024

Link: https://doi.org/10.1016/..

2

Infinite-dimensional reservoir computing:

Gonon, Lukas ; Grigoryeva, Lyudmila ; Ortega, Juan-Pablo
Neural Networks. 179 (2024) - p. 106486 , 2024

Link: https://doi.org/10.1016/..

3

Tracing curves in the plane: Geometric-invariant learning f..:

Turlapati, Sri Harsha ; Grigoryeva, Lyudmila ; Ortega, Juan-Pablo..
PLOS ONE. 19 (2024) 2 - p. e0294046 , 2024

Link: https://doi.org/10.1371/..

4

Quantum reservoir computing in finite dimensions:

Martínez-Peña, Rodrigo ; Ortega, Juan-Pablo
Physical Review E. 107 (2023) 3 - p. , 2023

Link: https://doi.org/10.1103/..

5

The Design and Development of Instrumented Toys for the Ass..:

Ramanathan, Vishal ; Ariffin, Mohammad Zaidi ; Goh, Guo Dong...
Sensors. 23 (2023) 5 - p. 2709 , 2023

Link: https://doi.org/10.3390/..

6

The Gaussian Kernel on the Circle and Spaces that Admit Iso..:

, In: Lecture Notes in Computer Science; Geometric Science of Information,

Da Costa, Nathaël ; Mostajeran, Cyrus ; Ortega, Juan-Pablo - p. 426-435 , 2023

Link: https://doi.org/10.1007/..

7

Transport in reservoir computing:

Manjunath, G ; Ortega, Juan-Pablo
Physica D: Nonlinear Phenomena. 449 (2023) - p. 133744 , 2023

Link: https://doi.org/10.1016/..

8

Expressiveness and Structure Preservation in Learning Port-..:

, In: Lecture Notes in Computer Science; Geometric Science of Information,

Ortega, Juan-Pablo ; Yin, Daiying - p. 313-322 , 2023

Link: https://doi.org/10.1007/..

9

Learning strange attractors with reservoir systems:

Grigoryeva, Lyudmila ; Hart, Allen ; Ortega, Juan-Pablo
Nonlinearity. 36 (2023) 9 - p. 4674-4708 , 2023

Link: https://doi.org/10.1088/..

10

Discrete-Time Signatures and Randomness in Reservoir Comput..:

Cuchiero, Christa ; Gonon, Lukas ; Grigoryeva, Lyudmila..
IEEE Transactions on Neural Networks and Learning Systems. 33 (2022) 11 - p. 6321-6330 , 2022

Link: https://doi.org/10.1109/..

11

How Does Post-Earnings Announcement Sentiment Affect Firms'..:

Audrino, Francesco ; Chassot, Jonathan ; Huang, Chen...
Journal of Financial Econometrics. 22 (2022) 3 - p. 575-604 , 2022

Link: https://doi.org/10.1093/..

12

Fading memory echo state networks are universal:

Gonon, Lukas ; Ortega, Juan-Pablo
Neural Networks. 138 (2021) - p. 10-13 , 2021

Link: https://doi.org/10.1016/..

13

Chaos on compact manifolds: Differentiable synchronizations..:

Grigoryeva, Lyudmila ; Hart, Allen ; Ortega, Juan-Pablo
Physical Review E. 103 (2021) 6 - p. , 2021

Link: https://doi.org/10.1103/..

14

Memory and forecasting capacities of nonlinear recurrent ne..:

Gonon, Lukas ; Grigoryeva, Lyudmila ; Ortega, Juan-Pablo
Physica D: Nonlinear Phenomena. 414 (2020) - p. 132721 , 2020

Link: https://doi.org/10.1016/..

15

Predicting U.S. Bank Failures with MIDAS Logit Models:

Audrino, Francesco ; Kostrov, Alexander ; Ortega, Juan-Pablo
The Journal of Financial and Quantitative Analysis. 54 (2019) 6 - p. 2575-2603 , 2019

Link: https://www.jstor.org/st..