Juan-Pablo Ortega

According to our database1, Juan-Pablo Ortega authored at least 9 papers between 2014 and 2018.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

On csauthors.net:

Bibliography

2018
Echo state networks are universal.
Neural Networks, 2018

Universal discrete-time reservoir computers with stochastic inputs and linear readouts using non-homogeneous state-affine systems.
Journal of Machine Learning Research, 2018

2016
Nonlinear Memory Capacity of Parallel Time-Delay Reservoir Computers in the Processing of Multidimensional Signals.
Neural Computation, 2016

Estimation and empirical performance of non-scalar dynamic conditional correlation models.
Computational Statistics & Data Analysis, 2016

Reservoir Computing: Information Processing of Stationary Signals.
Proceedings of the 2016 IEEE Intl Conference on Computational Science and Engineering, 2016

Time-Delay Reservoir Computers and High-Speed Information Processing Capacity.
Proceedings of the 2016 IEEE Intl Conference on Computational Science and Engineering, 2016

2015
Non-Gaussian GARCH option pricing models and their diffusion limits.
European Journal of Operational Research, 2015

2014
Stochastic nonlinear time series forecasting using time-delay reservoir computers: Performance and universality.
Neural Networks, 2014

Multivariate GARCH estimation via a Bregman-proximal trust-region method.
Computational Statistics & Data Analysis, 2014


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