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ORCIDCarlos García Puntonet
Publications
- 2022
[j49]Juan Manuel Górriz, Rubén Martín-Clemente
, Carlos García Puntonet, Andrés Ortiz, Javier Ramírez, John Suckling:
A hypothesis-driven method based on machine learning for neuroimaging data analysis. Neurocomputing 510: 159-171 (2022)- [i1]J. M. Górriz, Rubén Martín-Clemente, Carlos García Puntonet, Andrés Ortiz, Javier Ramírez, John Suckling:
A hypothesis-driven method based on machine learning for neuroimaging data analysis. CoRR abs/2202.04397 (2022) - 2007
- [c102]Salua Nassabay, Ingo R. Keck, Carlos García Puntonet, Juan Manuel Górriz, J. Pérez de Inestroaa, Rubén Martín-Clemente:
Noisy image processing using the independent component analysis algorithm AMUSE. ANNIIP 2007: 83-90 - [c92]Salua Nassabay, Ingo R. Keck, Carlos García Puntonet, Rubén Martín-Clemente, Elmar Wolfgang Lang:
Automatic Detection of Filters in Images with Gaussian Noise Using Independent Component Analysis. IWANN 2007: 692-699 - 2006
- [j22]Susana Hornillo-Mellado, Rubén Martín-Clemente, Carlos García Puntonet, José I. Acha, Juan Manuel Górriz Sáez:
Maximization of statistical moments for blind separation of sources revisited. Neurocomputing 69(13-15): 1425-1434 (2006) - 2005
- [c54]Susana Hornillo-Mellado, Rubén Martín-Clemente, Carlos García Puntonet, José I. Acha:
On the Connection Between the Human Visual System and Independent Component Analysis. IWINAC (2) 2005: 594-603 - 2004
- [j11]Rubén Martín-Clemente, José I. Acha, Carlos García Puntonet:
Eigendecomposition of self-tuned cumulant-matrices for blind source separation. Signal Process. 84(7): 1201-1211 (2004) - [j10]Fernando Rojas, Carlos García Puntonet, Manuel Rodríguez Álvarez, Ignacio Rojas, Rubén Martín-Clemente:
Blind source separation in post-nonlinear mixtures using competitive learning, Simulated annealing, and a genetic algorithm. IEEE Trans. Syst. Man Cybern. Part C 34(4): 407-416 (2004) - [c48]Rubén Martín-Clemente, Susana Hornillo-Mellado, Carlos García Puntonet, José I. Acha:
New Eigensystem-Based Method for Blind Source Separation. ICA 2004: 33-40 - [c46]Manuel Rodríguez Álvarez, Fernando Rojas Ruiz, Rubén Martín-Clemente, Ignacio Rojas Ruiz, Carlos García Puntonet:
Geometrical ICA-Based Method for Blind Separation of Super-Gaussian Signals. ICA 2004: 350-357 - [c44]Susana Hornillo-Mellado, Carlos García Puntonet, Rubén Martín-Clemente, Manuel Rodríguez Álvarez, Juan Manuel Górriz Sáez:
Characterization of the Sources in Convolutive Mixtures: A Cumulant-Based Approach. ICA 2004: 586-593 - [c36]Juan Manuel Górriz Sáez, Carlos García Puntonet, Rubén Martín-Clemente:
Improving ICA Algorithms Applied to Predicting Stock Returns. ICETE (3) 2004: 351-355 - [c32]Juan Manuel Górriz Sáez, Carlos García Puntonet, Moisés Salmerón, Rubén Martín-Clemente:
Parallelization of Time Series Forecasting Model. PDP 2004: 103- - 2003
- [c30]Rubén Martín-Clemente, Susana Hornillo-Mellado, José I. Acha, Fernando Rojas Ruiz, Carlos García Puntonet:
Neural Net with Two Hidden Layers for Non-Linear Blind Source Separation. ESANN 2003: 137-142 - [c26]Susana Hornillo-Mellado, Rubén Martín-Clemente, José I. Acha, Carlos García Puntonet:
Application of Independent Component Analysis to Edge Detection and Watermarking. IWANN (2) 2003: 273-280 - 2002
- [c18]Fernando Rojas, Manuel Rodríguez Álvarez, Carlos García Puntonet, Rubén Martín-Clemente:
Applying Neural Networks and Genetic Algorithms to the Separation of Sources. IBERAMIA 2002: 420-429 - 2001
- [c13]Rubén Martín-Clemente, José I. Acha, Carlos García Puntonet:
Blind Separation of Sources by Differentiating the Output Cumulants and Using Newton's Method. ICANN 2001: 521-526 - [c8]Rubén Martín-Clemente, Carlos García Puntonet, José I. Acha:
A Conjugate Gradient Method and Simulated Annealing for Blind Separation of Sources. IWANN (2) 2001: 810-817
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