@InProceedings{JalalvandDemNevVanMar:2015:DeReCo,
               author = "Jalalvand, Azarakhsh and Demuynck, Kris and De Neve, Wesley and 
                         Van de Walle, Rik and Martens, Jean-Pierre",
          affiliation = "{Ghent University - iMinds} and {Ghent University - iMinds} and 
                         {Ghent University - iMinds} and {Ghent University - iMinds} and 
                         {Ghent University - iMinds}",
                title = "Design of reservoir computing systems for noise-robust speech and 
                         handwriting recognition",
            booktitle = "Proceedings...",
                 year = "2015",
               editor = "Segundo, Maur{\'{\i}}cio Pamplona and Faria, Fabio Augusto",
         organization = "Conference on Graphics, Patterns and Images, 28. (SIBGRAPI)",
            publisher = "Sociedade Brasileira de Computa{\c{c}}{\~a}o",
              address = "Porto Alegre",
             keywords = "reservoir computing networks, speech processing, image processing, 
                         artificial neural networks, noise robustness.",
             abstract = "In this work, we address the noise robustness of the pattern 
                         recognition systems by investigating the application of Reservoir 
                         Computing Networks (RCNs) on speech and image recognition tasks. 
                         Our work introduces different architectures of RCN-based systems 
                         along with a coherent task-independent strategy to optimize the 
                         reservoir parameters. We show that such systems are more robust 
                         that the state-of-the-arts in the presence of noise and RCNs can 
                         be used for both robust recognition tasks as well as denoising 
                         approaches. Moreover, the successful application of RCNs on 
                         different tasks using the proposed strategy supports our claim 
                         that it is task-independent.",
  conference-location = "Salvador, BA, Brazil",
      conference-year = "26-29 Aug. 2015",
             language = "en",
                  ibi = "8JMKD3MGPBW34M/3JUJ5DP",
                  url = "http://urlib.net/ibi/8JMKD3MGPBW34M/3JUJ5DP",
           targetfile = "Aza_SIBGRAPI2015.pdf",
        urlaccessdate = "2024, May 02"
}