Brain-Computer
Interface
Presented By: Jaahnvi Patel
Over View
 Introduction.
 What is BCI?
 Major Historical Evens.
 Component of BCI.
 Signal Extraction Techniques.
 Types of BCI
 Advantages
 Limitation in Implementation
 Conclusion.
2
Introduction
 A BCI is a collaboration in which a brain accepts & controls a
mechanical device as a natural part of its representation of the body.
 Computer brain interface are designed to restore sensory function,
transmit sensory information to the brain, or stimulate the brain
through artificially generated electrical signals.
 BCI often called Mind Machine Interface(MMI) or Direct Neural
Interface (DNI).
 It is technology to communicate human brain directly to a computer
without any physical contact.
3
What is Brain Computer
Interface (BCI)?
4
 BCI is a direct Neural Interface or Brain-Machine Interface.
 Direct communication pathway between a brain and an external
device.
 BCI is a fast growing emergent technology in which researchers aim
to build a direct channel between the human brain and the
computer.
BCI- The Ultimate in
Human Computer
Interfacing
Major Historical Events.
 In 1924, Hans Berger, a German Neurologist was the first to record
human brain activity by means of EEG.
 In 1970, Research on BCI began at the University of California Los
Angeles (USA).
 1978, A proto type was implanted into a man blinded in adulthood.
 Following years of animal experimentation, the first neuro prosthetic
device implanted in humans appeared in the mid 1990s.
5
Major Historical Events.
 2005, Matthew Nagle was one of the first person to use a BCI
to restore functionality lost due to paralysis.
 2013, Duke University researchers successfully connected the
brain of two rates with electronic interfaces that allowed them
to directly share information, in the first-ever direct brain –to
brain interface.
6
Component of BCI
7
Generation of signals from brain
Preprocessing,
Feature extraction,
Classification,
Device control.
Signal Extraction Techniques
◆ Different neuroimaging methods are used to derive
meaningful interpretations from the brain signals which are
captured by microelectrodes:
 EEG - Electro encephalography
 ECoG - Electro cortico graphy
 MEG - Magneto encephalo graphy
 BOLD - Blood-Oxygen-Level-Dependent (signal)
 MRI - Magnetic Resonance Imaging
8
Types of BCI
Invasive:
inside grey matter of brain
Partially Invasive:
inside the skull but outside the grey
matter
Non Invasive:
outside the skull, on the scalp
9
Invasive BCI
 Electrode inserted directly
into grey matter
 Highest quality signal can
obtain
 But are prone to scar-tissue
build-up
10
Partially Invasive BCIs
 Implanted inside the skull but rest
outside the grey matter of the brain
 Produce better resolution signals than
non-invasive BCIs where the bone
tissue of the cranium deflects and
deforms signals
 Carry lower risk of forming scar-tissue
in the brain than fully-invasive BCIs.
11
Non-Invasive BCIs
 Low signal quality due to electrodes
are not directly interact with neurons
 It is safest as no surgery required.
 EEG is widely used for this technique
12
Area of implementation
 Medical science
 Enabling disabled people, Vision and hearing.
 Paralysis treatment.
 Prosthetic devices (legs, hands etc.).
 Provide a means of communication to completely paralyzed
patients.
 Surgically implanted devices used as replacement for paralyzed
patients
13
Advantages
BCIs will help creating a Direct communication between a human or
animal ‘Brain’ and ‘Computers’.
Allow paralyzed people to control prosthetic limbs with their mind.
Transmit visual image to the mind of a blind person, allowing to see.
Transmit auditory data to the mind of a deaf person, allowing them to
hear.
Allow a mute person o have their thoughts displayed & spoken by
computer.
14
Disadvantage
 Research still in beginning sage.
 The current technology is crude.
 Ethical issue may prevent its development.
 Electrode outside of the scull can detect very few electric
signals from the Brain.
 Electrode placed inside the skull create scar tissue in the brain.
15
Limitation in Implementation
 COST require for BCI is very high.
 It is Risky, because it operates with brain.
 Effective BCI technique requires invasive method.
 Requires magnetically shielded room and special kind of helmet.
 It is SLOW
16
Conclusion
 BCI is highly promising.
 Provide high standard of living.
 Extend our limits as BCI technology further advances, brain tissue
may one day give way to implanted silicon chips thereby creating
a completely computerized simulation of the human brain.
 For future, we can predict that, superhuman artificial intelligence
would not far behind.
17
Thank
you
18

BCI is a direct Neural Interface or Brain-Machine Interface

  • 1.
  • 2.
    Over View  Introduction. What is BCI?  Major Historical Evens.  Component of BCI.  Signal Extraction Techniques.  Types of BCI  Advantages  Limitation in Implementation  Conclusion. 2
  • 3.
    Introduction  A BCIis a collaboration in which a brain accepts & controls a mechanical device as a natural part of its representation of the body.  Computer brain interface are designed to restore sensory function, transmit sensory information to the brain, or stimulate the brain through artificially generated electrical signals.  BCI often called Mind Machine Interface(MMI) or Direct Neural Interface (DNI).  It is technology to communicate human brain directly to a computer without any physical contact. 3
  • 4.
    What is BrainComputer Interface (BCI)? 4  BCI is a direct Neural Interface or Brain-Machine Interface.  Direct communication pathway between a brain and an external device.  BCI is a fast growing emergent technology in which researchers aim to build a direct channel between the human brain and the computer. BCI- The Ultimate in Human Computer Interfacing
  • 5.
    Major Historical Events. In 1924, Hans Berger, a German Neurologist was the first to record human brain activity by means of EEG.  In 1970, Research on BCI began at the University of California Los Angeles (USA).  1978, A proto type was implanted into a man blinded in adulthood.  Following years of animal experimentation, the first neuro prosthetic device implanted in humans appeared in the mid 1990s. 5
  • 6.
    Major Historical Events. 2005, Matthew Nagle was one of the first person to use a BCI to restore functionality lost due to paralysis.  2013, Duke University researchers successfully connected the brain of two rates with electronic interfaces that allowed them to directly share information, in the first-ever direct brain –to brain interface. 6
  • 7.
    Component of BCI 7 Generationof signals from brain Preprocessing, Feature extraction, Classification, Device control.
  • 8.
    Signal Extraction Techniques ◆Different neuroimaging methods are used to derive meaningful interpretations from the brain signals which are captured by microelectrodes:  EEG - Electro encephalography  ECoG - Electro cortico graphy  MEG - Magneto encephalo graphy  BOLD - Blood-Oxygen-Level-Dependent (signal)  MRI - Magnetic Resonance Imaging 8
  • 9.
    Types of BCI Invasive: insidegrey matter of brain Partially Invasive: inside the skull but outside the grey matter Non Invasive: outside the skull, on the scalp 9
  • 10.
    Invasive BCI  Electrodeinserted directly into grey matter  Highest quality signal can obtain  But are prone to scar-tissue build-up 10
  • 11.
    Partially Invasive BCIs Implanted inside the skull but rest outside the grey matter of the brain  Produce better resolution signals than non-invasive BCIs where the bone tissue of the cranium deflects and deforms signals  Carry lower risk of forming scar-tissue in the brain than fully-invasive BCIs. 11
  • 12.
    Non-Invasive BCIs  Lowsignal quality due to electrodes are not directly interact with neurons  It is safest as no surgery required.  EEG is widely used for this technique 12
  • 13.
    Area of implementation Medical science  Enabling disabled people, Vision and hearing.  Paralysis treatment.  Prosthetic devices (legs, hands etc.).  Provide a means of communication to completely paralyzed patients.  Surgically implanted devices used as replacement for paralyzed patients 13
  • 14.
    Advantages BCIs will helpcreating a Direct communication between a human or animal ‘Brain’ and ‘Computers’. Allow paralyzed people to control prosthetic limbs with their mind. Transmit visual image to the mind of a blind person, allowing to see. Transmit auditory data to the mind of a deaf person, allowing them to hear. Allow a mute person o have their thoughts displayed & spoken by computer. 14
  • 15.
    Disadvantage  Research stillin beginning sage.  The current technology is crude.  Ethical issue may prevent its development.  Electrode outside of the scull can detect very few electric signals from the Brain.  Electrode placed inside the skull create scar tissue in the brain. 15
  • 16.
    Limitation in Implementation COST require for BCI is very high.  It is Risky, because it operates with brain.  Effective BCI technique requires invasive method.  Requires magnetically shielded room and special kind of helmet.  It is SLOW 16
  • 17.
    Conclusion  BCI ishighly promising.  Provide high standard of living.  Extend our limits as BCI technology further advances, brain tissue may one day give way to implanted silicon chips thereby creating a completely computerized simulation of the human brain.  For future, we can predict that, superhuman artificial intelligence would not far behind. 17
  • 18.