publications([{
   "lang": "en",
   "publisher": "Springer",
   "doi": "http://doi.org/10.1007/978-3-319-22701-6_37",
   "title": "Towards Brain Computer Interfaces for Recreational Activities: Piloting a Drone",
   "abstract": "Active Brain Computer Interfaces (BCIs) allow people to exert voluntary control over a computer system: brain signals are captured and imagined actions (movements, concepts) are recognized after a training phase (from 10 minutes to 2 months). BCIs are confined in labs, with only a few dozen people using them outside regularly (e.g. assistance for impairments). We propose a “Co-learning BCI” (CLBCI) that reduces the amount of training and makes BCIs more suitable for recreational applications. We replicate an existing experiment where the BCI controls a drone and compare CLBCI to their Operant Conditioning (OC) protocol over three durations of practice (1 day, 1 week, 1 month). We find that OC works at 80% after a month practice, but the performance is between 60 and 70% any earlier. In a week of practice, CLBCI reaches a performance of around 75%. We conclude that CLBCI is better suited for recreational use. OC should be reserved for users for whom performance is the main concern.",
   "authors": {
      "1": {
         "first_name": "Nataliya",
         "last_name": "Kos'myna"
      },
      "2": {
         "first_name": "Franck",
         "last_name": "Tarpin-Bernard"
      },
      "3": {
         "first_name": "Bertrand",
         "last_name": "Rivet"
      }
   },
   "year": 2015,
   "uri": "http://iihm.imag.fr/publication/KTR15b/",
   "pages": "506-522",
   "bibtype": "inproceedings",
   "id": 726,
   "abbr": "KTR15b",
   "address": "Bamberg, Germany",
   "date": "2015-09-15",
   "type": "Conférences internationales de large diffusion avec comité de lecture sur texte complet",
   "booktitle": "Proceedings of the 15th IFIP TC13 Conference on Human-Computer Interaction (INTERACT'15)",
   "type_publi": "icolcomlec"
}]);