@Article{NPRKS22,
  author       = "Nieto, N. and Peterson, V. and Rufiner, H. L. and Kamienkoski, J. and Spies, R.",
  title        = "Thinking out loud, an open-access EEG-based BCI dataset for inner speech recognition",
  journal      = "Scientific Data, Springer Nature",
  number       = "1",
  volume       = "9",
  pages        = "52",
  year         = "2022",
  url          = "http://sinc.unl.loc/sinc/sinc-publications/2022/NPRKS22"
}
@Article{PNWGLMS22,
  author       = "Peterson, V. and Nieto, N. and Wyser, D. and Gassert, R. and Lambercy, O. and Milone, D. H. and Spies, R.",
  title        = "Transfer Learning based on Optimal Transport for Motor Imagery Brain-Computer Interfaces",
  journal      = "IEEE Transactions on Biomedical Engineering",
  number       = "2",
  volume       = "69",
  pages        = "807--817",
  month        = "feb",
  year         = "2022",
  url          = "http://sinc.unl.loc/sinc/sinc-publications/2022/PNWGLMS22"
}
@Article{NPRKS21,
  author       = "Nieto, N. and Peterson, V. and Rufiner, H. L. and Kamienkoski, J. and Spies, R.",
  title        = ""Thinking out loud": an open-access EEG-based BCI dataset for inner speech recognition",
  journal      = "bioRxiv",
  year         = "2021",
  url          = "http://sinc.unl.loc/sinc/sinc-publications/2021/NPRKS21"
}
@Article{NIPRS21,
  author       = "Nieto, N. and Ibarrola, F. and Peterson, V. and Rufiner, H. L. and Spies, R.",
  title        = "Extreme Learning Machine design for dealing with unrepresentative features",
  journal      = "Neuroinformatics, Springer",
  year         = "2021",
  url          = "http://sinc.unl.loc/sinc/sinc-publications/2021/NIPRS21"
}
@InProceedings{NRS21,
  author       = "Nieto, N. and Rufiner, H. L. and Spies, R.",
  title        = "Preliminary feasibility analysis of inner speech as a control paradigm for brain-computer interfaces",
  booktitle    = "50º Jornadas Argentinas de Informática, Simposio Argentino de Inteligencia Artificial, ASAI 2021.",
  month        = "oct",
  year         = "2021",
  address      = "Virtual, Argentina",
  url          = "http://sinc.unl.loc/sinc/sinc-publications/2021/NRS21"
}
@Article{RDSR20,
  author       = "Rolon, R.E. and Di Persia, L. and Spies, R. and Rufiner, H. L.",
  title        = "A multi-class structured dictionary learning method using discriminant atom selection",
  journal      = "Pattern Analysis and Applications",
  pages        = "1--18",
  year         = "2020",
  url          = "http://sinc.unl.loc/sinc/sinc-publications/2020/RDSR20"
}
@Article{RGLDSR20,
  author       = "Rolon, R.E. and Gareis, I. E. and Larrateguy, L. and Di Persia, L. and Spies, R. and Rufiner, H. L.",
  title        = "Automatic scoring of apnea and hypopnea events using blood oxygen saturation signals",
  journal      = "Biomedical Signal Processing and Control",
  volume       = "62",
  pages        = "1--9",
  year         = "2020",
  url          = "http://sinc.unl.loc/sinc/sinc-publications/2020/RGLDSR20"
}
@Article{PWLSG19,
  author       = "Peterson, V. and Wyser, D. and Lambercy, O. and Spies, R. and Gassert, R.",
  title        = "A penalized time-frequency band feature selection and classification procedure for improved motor intention decoding in multichannel EEG",
  journal      = "Journal of neural engineering",
  number       = "1",
  volume       = "16",
  year         = "2019",
  url          = "http://sinc.unl.loc/sinc/sinc-publications/2019/PWLSG19"
}
@InProceedings{ISD19a,
  author       = "Ibarrola, F. and Spies, R. and Di Persia, L.",
  title        = "Penalized nonnegative representations for speech separation",
  booktitle    = "Proceedings of VII Congreso de Matemática Aplicada, Computacional e Industrial",
  year         = "2019",
  url          = "http://sinc.unl.loc/sinc/sinc-publications/2019/ISD19a"
}
@Article{ISD19,
  author       = "Ibarrola, F. and Spies, R. and Di Persia, L.",
  title        = "Switching divergences for spectral learning in blind speech dereverberation",
  journal      = "IEEE/ACM Transactions on Audio, Speech, and Language Processing",
  year         = "2019",
  url          = "http://sinc.unl.loc/sinc/sinc-publications/2019/ISD19"
}
@Article{IDS18,
  author       = "Ibarrola, F. and Di Persia, L. and Spies, R.",
  title        = "A Bayesian approach to convolutive nonnegative matrix factorization for blind speech dereverberation",
  journal      = "Signal Processing",
  volume       = "151",
  pages        = "89--98",
  year         = "2018",
  url          = "http://sinc.unl.loc/sinc/sinc-publications/2018/IDS18"
}
@Article{RGDSR18,
  author       = "Rolon, R.E. and Gareis, I. E. and Di Persia, L. and Spies, R. and Rufiner, H. L.",
  title        = "Complexity-based discrepancy measures applied to detection of apnea-hypopnea events",
  journal      = "Complexity",
  volume       = "2018",
  year         = "2018",
  url          = "http://sinc.unl.loc/sinc/sinc-publications/2018/RGDSR18"
}
@InProceedings{RRDS17,
  author       = "Rolon, R.E. and Rufiner, H. L. and Di Persia, L. and Spies, R.",
  title        = "A method for discriminative dictionary learning with application to pattern recognition",
  booktitle    = "VI Congreso de Matemática Aplicada, Computacional e Industrial (VI MACI 2017)",
  year         = "2017",
  url          = "http://sinc.unl.loc/sinc/sinc-publications/2017/RRDS17"
}
@Article{IS17,
  author       = "Ibarrola, F. and Spies, R.",
  title        = "A two-step mixed inpainting method with curvature-based anisotropy and spatial adaptivity",
  journal      = "Inverse Problems And Imaging",
  volume       = "11",
  pages        = "247--262",
  year         = "2017",
  url          = "http://sinc.unl.loc/sinc/sinc-publications/2017/IS17"
}
@InProceedings{PRS17a,
  author       = "Peterson, V. and Rufiner, H. L. and Spies, R.",
  title        = "Analysis of different discriminant measures on a penalized  mix-norm classification method for ERP detection.",
  booktitle    = "VI Congreso de Matemática Aplicada, Computacional e Industrial (VI MACI 2017)",
  month        = "may",
  year         = "2017",
  url          = "http://sinc.unl.loc/sinc/sinc-publications/2017/PRS17a"
}
@Article{IMST17,
  author       = "Ibarrola, F. and Mazzieri, G. L. and Spies, R. and Temperini, K. G.",
  title        = "Anisotropic BV-L 2 regularization of linear inverse ill-posed problems",
  journal      = "Journal of Mathematical Analysis and Applications",
  year         = "2017",
  url          = "http://sinc.unl.loc/sinc/sinc-publications/2017/IMST17"
}
@InProceedings{IDS17,
  author       = "Ibarrola, F. and Di Persia, L. and Spies, R.",
  title        = "Blind speech dereverberation using convolutive nonnegative matrix factorization with mixed penalization",
  booktitle    = "Proceedings of VI MACI",
  year         = "2017",
  url          = "http://sinc.unl.loc/sinc/sinc-publications/2017/IDS17"
}
@Article{GVSR17,
  author       = "Gareis, I. E. and Vignolo, L. D. and Spies, R. and Rufiner, H. L.",
  title        = "Coherent averaging estimation autoencoders applied to evoked potentials processing",
  journal      = "Neurocomputing",
  volume       = "240",
  pages        = "47 - 58",
  month        = "March",
  year         = "2017",
  keywords     = "Coherent Averaging, Artificial Neural Networks, Event Related Potentials, Brain Computer Interfaces, Autoencoders",
  url          = "http://sinc.unl.loc/sinc/sinc-publications/2017/GVSR17"
}
@Article{RLDSR17,
  author       = "Rolon, R.E. and Larrateguy, L. and Di Persia, L. and Spies, R. and Rufiner, H. L.",
  title        = "Discriminative methods based on sparse representations of pulse oximetry signals for sleep apnea–hypopnea detection",
  journal      = "Biomedical Signal Processing and Control",
  volume       = "33",
  pages        = "358--367",
  year         = "2017",
  keywords     = "Sleep apnea–hypopnea syndrome, Sparse representations, Dictionary learning, Neural networks",
  url          = "http://sinc.unl.loc/sinc/sinc-publications/2017/RLDSR17"
}
@Article{PRS17,
  author       = "Peterson, V. and Rufiner, H. L. and Spies, R.",
  title        = "Generalized sparse discriminant analysis for event-related potential classification",
  journal      = "Biomedical Signal Processing and Control",
  volume       = "35",
  pages        = "70--78",
  year         = "2017",
  url          = "http://sinc.unl.loc/sinc/sinc-publications/2017/PRS17"
}
@InProceedings{IDS17a,
  author       = "Ibarrola, F. and Di Persia, L. and Spies, R.",
  title        = "On the use of convolutive nonnegative matrix factorization with mixed penalization for blind speech dereverberation",
  booktitle    = "2017 XLIII Latin American Computer Conference (CLEI)",
  pages        = "1--4",
  year         = "2017",
  organization = "IEEE",
  url          = "http://sinc.unl.loc/sinc/sinc-publications/2017/IDS17a"
}
@InProceedings{RDRS15a,
  author       = "Rolon, R.E. and Di Persia, L. and Rufiner, H. L. and Spies, R.",
  title        = "A method for atoms selection applied to screening for sleep disorders",
  booktitle    = "Pan-American congress on computational mechanics (PANACM 2015)",
  year         = "2015",
  organization = "International Association for Computational Mechanics (IACM)",
  url          = "http://sinc.unl.loc/sinc/sinc-publications/2015/RDRS15a"
}
@InProceedings{PRS15,
  author       = "Peterson, V. and Rufiner, H. L. and Spies, R.",
  title        = "Ad-hoc Gaussian Dictionaries for Sparse Representation of Evoked Related Potentials",
  booktitle    = "1.st Pan-american Congress on Computational Mechanics",
  month        = "apr",
  year         = "2015",
  url          = "http://sinc.unl.loc/sinc/sinc-publications/2015/PRS15"
}
@InProceedings{PRS15a,
  author       = "Peterson, V. and Rufiner, H. L. and Spies, R.",
  title        = "L1-Norm Regularization for Sparse Representation and P300 Wave Detection in Brain-Computer Interfaces",
  booktitle    = "V Congreso de Matemática Aplicada, Computacional e Industrial",
  month        = "may",
  year         = "2015",
  url          = "http://sinc.unl.loc/sinc/sinc-publications/2015/PRS15a"
}
@InProceedings{RDRS15,
  author       = "Rolon, R.E. and Di Persia, L. and Rufiner, H. L. and Spies, R.",
  title        = "Two Alternatives For Atoms Selection Applied To Screening For Sleep Disorders",
  booktitle    = "V Congreso de Matemática Aplicada, Computacional e Industrial (V MACI 2015)",
  month        = "may",
  year         = "2015",
  url          = "http://sinc.unl.loc/sinc/sinc-publications/2015/RDRS15"
}
@Article{IS14,
  author       = "Ibarrola, F. and Spies, R.",
  title        = "Image restoration with a half-quadratic approach to mixed weighted smooth and anisotropic bounded variation regularization",
  journal      = "SOP Transactions on Applied Mathematics",
  pages        = "57--95",
  year         = "2014",
  url          = "http://sinc.unl.loc/sinc/sinc-publications/2014/IS14"
}
@InProceedings{PARS14,
  author       = "Peterson, V. and Acevedo, R. C. and Rufiner, H. L. and Spies, R.",
  title        = "Local Discriminant Wavelet Packet Basis for Signal Classification in Brain Computer Interface",
  booktitle    = "Anales del VI Congreso Latinoamericano de Ingeniería Biomédica (CLAIB 2014)",
  pages        = "279",
  month        = "oct",
  year         = "2014",
  url          = "http://sinc.unl.loc/sinc/sinc-publications/2014/PARS14"
}
@Article{LRDSR14,
  author       = "Larrateguy, L. and Rolon, R.E. and Di Persia, L. and Spies, R. and Rufiner, H. L.",
  title        = "Método de Screening para la detección de SAHOS utilizando Selección de Funciones Discriminativas",
  journal      = "Revista Americana de Medicina Respiratoria",
  number       = "27-123",
  volume       = "2014",
  pages        = "99",
  year         = "2014",
  url          = "http://sinc.unl.loc/sinc/sinc-publications/2014/LRDSR14"
}
@InProceedings{RDRS14,
  author       = "Rolon, R.E. and Di Persia, L. and Rufiner, H. L. and Spies, R.",
  title        = "Most discriminative atom selection for apnea-hypopnea events detection",
  booktitle    = "Anales del VI Congreso Latinoamericano de Ingeniería Biomédica (CLAIB 2014)",
  pages        = "709--712",
  month        = "oct",
  year         = "2014",
  url          = "http://sinc.unl.loc/sinc/sinc-publications/2014/RDRS14"
}