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Nicolelis, Nature 2001
Andrew Schwartz, Nature( 2008)
Cortical Neuroprosthesis for Restoring Motor Functions
Nicolelis & Chapin. Scientific American,
2002
Nicolelis, Sc.American
Kotchoubey et al. (2001) Epilepsia
training
Neurofeedback in ADHD
patient‘s screen
trainer‘s screenpatient
amplifier
Strehl et al. Pediatrics (2006)
Near Infrared Spectroscopy-
BCI in Attention
Deficit Disorder
From Ranganatha Sitaram et al Neuroimage, 2007
The fMRI-BCI
Birbaumer et al., Arch.Gen.Psychiatry (2005)
Near Infrared Spectroscopy (NIRS) for Operant Training of Cerebral Oxygenation
R R R
session 1 session 2 session 3
t-wert
fMRI-BCI-Training of BOLD-Increase in the Right Anterior Insula
Caria et al, Neuroimage 2007
Caria et al. (2010) Biol.Psychiatry
Session number
Linear increase of activation over time in the left insula
Criminal Psychopaths
Caria et al 2013
Sitaram et al 2014
15
• Significant reductions in Physical Aggression (pre-post)
Pre-Post Measure Results
r= -.492,
p=.037
PhysicalAggressiont2-t1
(BPAQ)
SCP- Differentiation
• are sign. related to SCP-Training
performance
• Reductions in Behavioral
Approach are sign. related to
SCP-Training performance
• Reactive Agg. & Agg. Inhibition (FAF)
are sign. related to SCP-Training
performance (Konicar et
al., 2014)
Science, 2002
Birbaumer et al. Nature (1999)
Kübler & Birbaumer(2008) Clin.Neurophysiol.
Birbaumer et al. Current Opinion in Neurology, 2008
Source:Report in Newsweek of Birbaumer et al. Nature (1999)
George (with patient‘s permission)
Completely locked-in patient GR with 120 electrode grid implanted
êpidurally left fronto-central cortex
Imagery of hand movement"
“Yes"
Imagery of foot movement
“no“
Ramos et al (2011)
Semantic Classical Conditioning
Thinking
YES
„Berlin is the Capital of Germany“
No Stim
&
CS Left
Change in
EEG
(EKG)
Thinking
NO
„Berlin is the Capital of Spain“
Aversive Stim.
&
CS
Change in
EEG
(EKG)
Furdea et al. (2012) J.Neurosc.MethodsDeMassari et al, Brain (2013)
NIRS Signal for
Yes and No
EEG Signal for
Yes and No
NIRS Signal Acquisition System EEG Signal Acquisition System
NIRS Feedback
ALS patient attending to
auditory stimuli
NIRS optodes + EEG
electrodes placed on the
motor region of the patient
Feature Extraction
Changes in oxy or de-oxy
hemoglobin for Yes and No
Train the NIRS SVM
classifer
Patient are presented 20 personal
questions, 10 true and 10 true false
in random order in each session
Patient thinking “ja” and “Nein,”
for true and false sentence,
respectively for 15 sec.
Sleep Monitoring and
offline signal classification
Chaudhary, U. & Birbaumer, N. submitted
Katrin,W. 23y., Juvenile ALS. Completely Locked-In. With her and family‘s permission
Questions with known answers plus feedback of NIRS classification
Completely locked-in (CLIS)
Patient W.F.
Communication with NIRS-
Brain Machine-Interface (BMI):
Blue bars: questions with known
Answers
Orange bars: open questions
Black dots below last session-
Period: questions asked by
Unknown voice
Permission of legal guardian
(husband)
From Gallegos-Ayala et al,
Neurology (2014)
Fun lojter hofenung wer ich noch
meschuge.
Sono matto di speranza
I am mad with hope.
Estoy loco de esperanza
Vor lauter Hoffnung werd‘ ich noch verrückt.
Itxaropena izugarria daukat
Jiddish Saying
30

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Conferencia del Dr. Niels Birbaumer en #Perspectives2015

  • 1. 1
  • 2.
  • 5. Cortical Neuroprosthesis for Restoring Motor Functions Nicolelis & Chapin. Scientific American, 2002 Nicolelis, Sc.American
  • 6.
  • 7. Kotchoubey et al. (2001) Epilepsia
  • 8. training Neurofeedback in ADHD patient‘s screen trainer‘s screenpatient amplifier Strehl et al. Pediatrics (2006)
  • 9. Near Infrared Spectroscopy- BCI in Attention Deficit Disorder From Ranganatha Sitaram et al Neuroimage, 2007
  • 11. Birbaumer et al., Arch.Gen.Psychiatry (2005)
  • 12. Near Infrared Spectroscopy (NIRS) for Operant Training of Cerebral Oxygenation R R R session 1 session 2 session 3 t-wert fMRI-BCI-Training of BOLD-Increase in the Right Anterior Insula Caria et al, Neuroimage 2007
  • 13. Caria et al. (2010) Biol.Psychiatry
  • 14. Session number Linear increase of activation over time in the left insula Criminal Psychopaths Caria et al 2013 Sitaram et al 2014
  • 15. 15 • Significant reductions in Physical Aggression (pre-post) Pre-Post Measure Results r= -.492, p=.037 PhysicalAggressiont2-t1 (BPAQ) SCP- Differentiation • are sign. related to SCP-Training performance • Reductions in Behavioral Approach are sign. related to SCP-Training performance • Reactive Agg. & Agg. Inhibition (FAF) are sign. related to SCP-Training performance (Konicar et al., 2014)
  • 17. Birbaumer et al. Nature (1999) Kübler & Birbaumer(2008) Clin.Neurophysiol. Birbaumer et al. Current Opinion in Neurology, 2008
  • 18. Source:Report in Newsweek of Birbaumer et al. Nature (1999)
  • 20. Completely locked-in patient GR with 120 electrode grid implanted êpidurally left fronto-central cortex Imagery of hand movement" “Yes" Imagery of foot movement “no“ Ramos et al (2011)
  • 21. Semantic Classical Conditioning Thinking YES „Berlin is the Capital of Germany“ No Stim & CS Left Change in EEG (EKG) Thinking NO „Berlin is the Capital of Spain“ Aversive Stim. & CS Change in EEG (EKG) Furdea et al. (2012) J.Neurosc.MethodsDeMassari et al, Brain (2013)
  • 22. NIRS Signal for Yes and No EEG Signal for Yes and No NIRS Signal Acquisition System EEG Signal Acquisition System NIRS Feedback ALS patient attending to auditory stimuli NIRS optodes + EEG electrodes placed on the motor region of the patient Feature Extraction Changes in oxy or de-oxy hemoglobin for Yes and No Train the NIRS SVM classifer Patient are presented 20 personal questions, 10 true and 10 true false in random order in each session Patient thinking “ja” and “Nein,” for true and false sentence, respectively for 15 sec. Sleep Monitoring and offline signal classification Chaudhary, U. & Birbaumer, N. submitted
  • 23.
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  • 27. Katrin,W. 23y., Juvenile ALS. Completely Locked-In. With her and family‘s permission Questions with known answers plus feedback of NIRS classification
  • 28. Completely locked-in (CLIS) Patient W.F. Communication with NIRS- Brain Machine-Interface (BMI): Blue bars: questions with known Answers Orange bars: open questions Black dots below last session- Period: questions asked by Unknown voice Permission of legal guardian (husband) From Gallegos-Ayala et al, Neurology (2014)
  • 29. Fun lojter hofenung wer ich noch meschuge. Sono matto di speranza I am mad with hope. Estoy loco de esperanza Vor lauter Hoffnung werd‘ ich noch verrückt. Itxaropena izugarria daukat Jiddish Saying
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