1 / 28

Non Invasive Brain Computer Interfaces for Communication and Control

Non Invasive Brain Computer Interfaces for Communication and Control. Non Invasive Brain Computer Interfaces for Communication and Control. Fabio Babiloni Department of Physiology and Pharmacology, University of Rome “La Sapienza”. Fabio Babiloni

lavender
Télécharger la présentation

Non Invasive Brain Computer Interfaces for Communication and Control

An Image/Link below is provided (as is) to download presentation Download Policy: Content on the Website is provided to you AS IS for your information and personal use and may not be sold / licensed / shared on other websites without getting consent from its author. Content is provided to you AS IS for your information and personal use only. Download presentation by click this link. While downloading, if for some reason you are not able to download a presentation, the publisher may have deleted the file from their server. During download, if you can't get a presentation, the file might be deleted by the publisher.

E N D

Presentation Transcript

  1. Non Invasive Brain Computer Interfaces for Communication and Control Non Invasive Brain Computer Interfaces for Communication and Control Fabio Babiloni Department of Physiology and Pharmacology, University of Rome “La Sapienza” Fabio Babiloni Department of Physiology and Pharmacology, University of Rome “La Sapienza”

  2. Technologies for the study of brain functions Epilepticus sic curabitur ('The way to cure an epileptic') Sloane Manuscript, collection of medical manuscripts, end of the 12th century - British Museum, London

  3. Technologies for the study of brain functions Cauterisation (15th century) Image taken from the first medical textbook "Cerrahiyyet'ül Haniyye", written in Ottoman language by the Turkish surgeon Serafettin Sabuncuoglu.

  4. Hyeronimus Bosch, The stone of madness, El Prado, Madrid

  5. Jan Sanders Van Hemessen (1500-1566), The surgeon 1550, El Prado, Madrid

  6. 8-12 Hertz, alpha EEG waves Variations of EEG waves are correlated with some mental states 8-12 Hertz, mu EEG waves

  7. “To move things is all that mankind can do; … for such the sole executant is muscle, whether in whispering a syllabe or in felling a forest.” Sir Charles Sherrington, 1924

  8. What a BCI is • “Brain–computer interfaces (BCI’s) give their users communication and control channels that do not depend on the brain’s normal output channels of peripheral nerves and muscles.” • “A BCI changes the electrophysiological signals from mere reflections of CNS activity into the intended product of the activity: messages and commands that act on the world” Wolpaw, 2002

  9. BCI: logical scheme Increase of performance appropriate feature extraction Modification ofBrain Signals Signal Features computer training user training Psychological Effort(Intention) Classification Of Intent Environment appropriate feedback strategy

  10. Movement-related thoughts elicited specific cortical patterns • Several EEG studies have also demonstrated that imagined movements elicited desynchronization patterns different for right and left movement imaginations • Neuroscientific studies with fMRI have demonstrated that motor and parietal areas are involved in the imagination of the limb movements Imagined left movement Executed left movement

  11. EEG features for BCIs Detection of mu rhythm modulation Detection of P300 Detection of Slow Cortical Potentials Detection of steady-state VEPs SINC 2007 11

  12. Sensory motor rhythms • SMR is a 8-12 Hz oscillatory rhythm of the brain’s electrical activity. • It is detected on the central electrode sites (over the sensorimotor cortex) • It is associated with inhibition of motor activity From Wolpaw et al. 2002, Clinph 12

  13. EEG features for BCIs Detection of mu rhythm modulation Detection of P300 Detection of Slow Cortical Potentials Detection of steady-state VEPs SINC 2007 13

  14. P300 Potential P300 potentials • The P300 is an event-related potential, dominating at parietal electrode sites. • P300 follows unexpected sensory stimuli or stimuli that provide task related information • P300 speller From Selllers & Donchin 2006, clinph

  15. Research Applications • Speller • “Symbolic” Communication • Game • Environment Control • “Virtual” Mobility • Mobility • Neuroprosthesis

  16. Ministero degli Affari Esteri Progetto “Brain Computer Interfaces Between China and Italy (BCI2)” Speller Credits: F. Aloise F. Babiloni U. Sapienza, Roma S. Gao Tsinghua Univ., RPC B. Hong Tsinghua Univ., RPC

  17. Fondazione Banca Nazionale della Comunicazione Progetto “Inclusione nella ICT di soggetti affetti da grave disabilità motoria tramite…” Game Credits: F. Aloise F. Babiloni U. Sapienza, Roma

  18. Fondazione Telethon Progetto “ASPICE” “Virtual” Mobility Credits: F. Aloise G. Oriolo U. Sapienza, Roma A. Cherubini U. Sapienza, Roma

  19. European Commission – 6th Framework Programme Progetto “MAIA” FP6 Mobility Credits: J. Millàn IDIAP, CH M. Nuttin KU Leuven. B F. Cincotti FSL

  20. P300-based control of a domestic environment

  21. Neuroprosthesis Credits: F. Babiloni F.Aloise F. Cincotti FSL M.C. Carrozza SSSA, Pisa

  22. Future trends • “It’s always hard to make prediction, especially about the future” • “640 KB RAM will be adequate for everybody in the future” • Bill Gates, 1981 IBM • “Computers are interesting, but the mondial market for them is limited in the future to not more of 5 pieces per year” • Thomas Watson, IBM president, 1949 • “People will not wear scalp electrodes during normal daylife” • Chief of Research and Development of a mobile phone company

More Related