@proceedings{Gomez11,
  editor       = "M. Gomez-Rodriguez and M. Grosse-Wentrup and J. Hill and A. Gharabaghi and B.Schölkopf and J. Peters",
  title        = "Towards Brain-Robot Interfaces in Stroke Rehabilitation",
  year         = "2011",
  note         = "2011 IEEE International Conference on Rehabilitation Robotics; Rehab Week Zurich, ETH Zurich Science City, Switzerland, June 29 - July 1, 2011"
}
@article{Vidal73,
    author  = "Jacques J. Vidal",
    title   = "Toward direct Brain-Computer Communication",
    year    = "1973",
    journal = "Annual Review of Biophysics and Bioengineering",
    volume  = "2",
    pages   = "157-180",
}
@article{Collinger13,
    author  = "J.L. Collinger and M.L. Boninger and T.M. Bruns and K. Curley and W. Wang and D.J. Weber",
    year    = "2013",
    title   = "Functional Priorities, Assistive  Technology  and  Brain-Computer  Interfaces  after  Spinal  Cord  Injury",
    journal = "J. of  Rehabilitation Research \& Development",
    volume  = "50",
    pages   = {145-160}
}
@proceedings{Yeung15,
    editor  = "A. Yeung and  H. Garudadri  and C. van  Toen  and P. Mercier  and O. Balkan  and S. Makeig  and  N. Virji-Babul",
    year    = "2015",
    title   = "Comparison of foam-based and spring-loaded dry EEG electrodes with wet electrodes in resting and  moving  conditions",
    note    = "Engineering  in  Medicine  and  Biology  Society  (EMBC),  2015  37th  Annual International Conference of the IEEE",
    pages = {7131-4},
}
@article{Babiloni01,
    author  = "Fabio Babiloni and Febo Cincotti and Filippo Carducci and Paolo M. Rossini and Claudio Babiloni",
    title   = "Spatial enhancement of EEG data by surface Laplacian estimation: the use of magnetic resonance imaging-based head models",
    year    = "2001",
    journal = "Clinical Neurophysiology",
    volume  = "112",
    pages   = "724-727",
}
@article{Blokland15,
    author  = "Yvonne Blokland and Loukianos Spyrou and Jos Lerou and Jo Mourisse and Gert Jan Scheffer and Geert-Jan van Geffen and Jason Farquhar and Jörgen Bruhn",
    title   = "Detection of attempted movement from the EEG during neuromuscular block: proof of principle study in awake volunteers",
    year    = "2015",
    journal = "Scientific Reports",
}
@article{Wang09,
    author  = "Yijun Wang and Scott Makeig",
    title   = "Predicting Intended Movement Direction Using EEG from Human Posterior Parietal Cortex",
    journal = "HCI International",
    year    = "2009",
}
@article{Ahmadian13,
    author  = "Pouya Ahmadian and Stefano Cagnoni and Luca Ascari1",
    title   = "How capable is non-invasive EEG data of predicting the next movement? A mini review",
    year    = "2013",
    journal = "Frontiers in Human Neuroscience",
}
@proceedings{Liu11,
    editor  = "J. Liu and C. Perdoni and B. He",
    title   = "Hand movement decoding by phase-locking low frequency EEG signals",
    year    = "2011",
    note    = "IEEE Eng Med Biol Soc."
}
@article{Antelis13,
    author  = "Javier M. Antelis and Luis Montesano and Ander Ramos-Murguialday and Niels Birbaumer and Javier Minguez",
    title   = "On the Usage of Linear Regression Models to Reconstruct Limb Kinematics from Low Frequency EEG Signals",
    year    = "2013",
    journal = "PLoS ONE",
}
@book{Bernstein67,
  title={The co-ordination and regulation of movements},
  author={Bernstein, N.},
  year={1967},
  publisher={Pergamon-Press}
}
@inproceedings{Spueler16,
   author = {M. Spüler and N. Irastorza Landa and A. Sarasola Sanz and A. Ramos-Murguialday},
   title = {Extracting Muscle Synergy Patterns from EMG Data Using Autoencoders},
   booktitle = {Artificial Neural Networks and Machine Learning - ICANN 2016},
   publisher = "Springer International Publishing",
   year = {2016},
   month = {09},
   pages = {47-54},
}
@article{Bizzi08,
    author  = "E. Bizzi and V.C.K. Cheungb and A. d'Avella and P. Saltiel and M. Tresch",
    title   = "Combining modules fir movement",
    year    = "2008",
    journal = "Brain Research Reviews",
    volume  = "57",
    pages   = "125-133"
}
@article{Byadarhaly12,
    author  = "Kiran V. Byadarhaly and Mithun C. Perdoor and Ali A. Minai",
    title   = "A modular neural model of motor synergies",
    year    = "2012",
    journal = "Neural Networks",
    volume  = "32",
    pages   = "96-108"
}
@phdthesis{Burg75,
    author   = "John Parker Burg",
    title    = "Maximum Entropy Spectral Analysis",
    year     = "1975",
    month    = "May",
    school   = "Stanford University,"
}
@article{Huang14,
    author="Junyou Huang",
    title= "Study of Autoregressive (AR) Spectrum Estimation Algorithm for Vibration Signals of Industrial Steam Turbines",
    journal ="International Journal of Control and Automation",
    volume = "7",
    year="2014"
}
@article{Vanhatalo04,
    author  = "Sampsa Vanhatalo and Juha Voipio and Kai Kaila",
    year    = "2004",
    title   = "Full-band EEG (FbEEG): an emerging standard in electroencephalography",
    journal = "Clinical Neurophysiology",
    volume  = "116",
    pages   = "1-8"
}
@article{Lew14,
    author  = "Eileen Y. L. Lew and Ricardo Chavarriaga and Stefano Silvoni and José del R. Millán",
    title   = "Single trial prediction of self-paced reaching directions from EEG signals",
    year    = "2014",
    journal = "Frontiers in Neuroscience",
    volume  = "8"
}
@inproceedings{Sarasola15,
               author = {A. Sarasola-Sanz and N. Irastorza-Landa and F. Shiman and E. Lopez-Larraz and M. Spüler and N. Birbaumer and A. Ramos-Murguialday},
               title = {EMG-based multi-joint kinematics decoding for robot-aided rehabilitation therapies},
               booktitle = {IEEE International Conference on Rehabilitation Robotics (ICORR)},
               year = {2015},
               month = {08},
               pages = {229-234},
}
@inproceedings{Shiman15,
               author = {F. Shiman and N. Irastorza-Landa and A. Sarasola-Sanz and M. Spüler and N.Birbaumer and A. Ramos-Murguialday},
               title = {Towards Decoding of Functional Movements from the Same Limb using EEG},
               booktitle = {Proceedings of 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'15)},
               year = {2015},
               month = {08},
               pages = {1922-1925},
}
@article{Demanuele07,
    author    = "Charmaine Demanuele and Christopher J James and Edmund JS Sonuga-Barke",
    title     = "Distinguishing low frequency oscillations within the 1/f spectral behaviour of electromagnetic brain signals",
    year      = "2007",
    journal   = "Behav Brain Func"
}
@article{Butterworth30,
    author    = "S. Butterworth",
    title     = "On the Theory of Filter Amplifiers",
    year      = "1930",
    journal   = "Experimental wireless \& the wireless engineer",
    volume    = "7",
    pages     = "536-541"
}
@article{Lee99,
    author    = "Daniel D. Lee and H. Sebastian Seung",
    title     = "Learning the parts of objects by non-negative matrix factorization",
    year      = "1999",
    journal   = "Nature",
    volume    = "401",
    pages     = "788-791"
}
@article{Berry07,
    author    = "Michael W. Berry and Murray Browne and Amy N. Langville and V. Paul Pauca and Robert J. Plemmons",
    title     = "Algorithms and Applications for Approximate Nonnegative Matrix Factorization",
    journal   = "Computational Statistics and Data Analysis",
    year      = "2007",
    volume    = "51",
    pages     = "155-173"
}
@article{Spyers98,
    author    = "J.M. Spyers-Ashby and P.G. Bain and S.J. Roberts",
    title     = "A comparison of fast Fourier transform (FFT) and autoregressive (AR) spectral estimation techniques for the analysis of tremor data",
    year      = "1998",
    journal   = "Journal of Neuroscience Methods",
    volume    = "83",
    pages     = "35-43"
}
@article{Yule27,
    author    = "Yule, G. Udny",
    year      = "1927",
    title     = "On a Method of Investigating Periodicities in Disturbed Series, with Special Reference to Wolfer's Sunspot Numbers",
    journal   = "Philosophical Transactions of the Royal Society of London",
    volume    = "226",
    pages     = "267–298"
}
@article{Walker31,
    author  = "Walker, Gilbert",
    year    = "1931",
    title   = "On Periodicity in Series of Related Terms",
    journal = "Proceedings of the Royal Society of London",
    volume  = "131",
    pages   = "518–532"
}
@article{Pearson01,
    author  = "Karl Pearson",
    title   = "On Lines and Planes of Closest Fit to Systems of Points in Space",
    year    = "1901",
    journal = "Philosophical Magazine",
    volume  = "2"
}
@article{Schalk04,
    author  = "Gerwin Schalk and Dennis J. McFarland and Thilo Hinterberger and Niels Birbaumer and Jonathan R. Wolpaw",
    title   = "BCI2000: A General-Purpose Brain-Computer Interface (BCI) System",
    year    = "2004",
    journal = "IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING",
    volume  = "51",
    pages   = "1034-1043"
}
@inproceedings{Phinyomark12,
    author  = "A. Phinyomark and G. Chujit and P. Phukpattaranont and C. Limsakul and H. Hu",
    title   = "A preliminary study assessing time-domain EMG features of classifying exercises in preventing falls in the elderly",
    year    = "2012",
    booktitle= "2012 9th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON)",
    pages   = "1–4"

}

%not cited
@article{Morasso92,
  author       = "P. Morasso",
  title        = "{Neural mechanisms of synergy formation}",
  journal      = "Human Movement Science",
  year         = "1992",
}
@article{Tresch06,
  author       = "M. Tresch and V. Cheoung and A. d'Avella",
  title        = "{Matrix Factorisation Algorithms for the Identification of Muscle Synergies: Evaluated on Simulated and Experimental Data Sets}",
  journal      = "Journal of Neurophysiology",
  year         = "2006",
}
@article{Ting07,
    author  = "Lena H. Ting and J Lucas McKay",
    title   = "Neuromechanics of muscle synergies for posture and movement",
    year    = "2007",
    journal = "Current Opinion in Neurobiology",
    volume  = "17",
    pages   = "622-628"
}
@article{McKay08,
    author  = "J. Lucas McKay and Lena H. Ting",
    title   = "Functional muscle synergies constrain force production during postural tasks",
    year    = "2008",
    journal = "Journal of Biomechanics",
    volume  = "41",
    pages   = "299-306"
}
