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Brain-Computer Interfaces (BCI)
BY- NOOR AHMAD (UIM)
What is BCI
• A brain–computer interface (BCI), sometimes called a direct
neural interface or a brain– machine interface, is a direct
communication pathway between a brain and an external
device.
• Direct communication pathway between the brain and an
external device
• Reads electrical signals from brain
• Reads electrical signals from brain
• Signals translated into a digital form
• BCIs are able to translate brain activity
• Predict a user's intents
• Convert them into commands which control external devices
BY- NOOR AHMAD (UIM)
How BCI work
•BCIs measure brain activity, process it, and produce control signals that
reflect the user’s intent
•Any natural form of communication or control requires peripheral nerves
and muscles
•Signals are sent via the peripheral nervous system (specifically, the motor
pathways) to the corresponding muscles
BY- NOOR AHMAD (UIM)
• Uses optical nerves
for image input
• Camera input
directed to brain
BY- NOOR AHMAD (UIM)
TYPES
• Invasive Brain Computer Interfaces
-implanted directly into the brain and has the
highest quality signals.
-provide functionality to paralyzed people.
• Partially Invasive Brain Computer Interfaces
• Partially Invasive Brain Computer Interfaces
-implanted inside the skull but outside the
brain.
• Non Invasive Brain Computer Interfaces
-gives a patient the ability to move muscle
implants and restore partial movement.
BY- NOOR AHMAD (UIM)
BCI INPUT AND OUTPUT
• The easiest and least invasive method is a set of
electrodes- a device known as an
electroencephalograph (EEG) -- attached to the
scalp.
• The electrodes can read brain signals.
• The electrodes measure minute differences in the
• The electrodes measure minute differences in the
voltage between neurons. The signal is then
amplified and filtered.
• In current BCI systems, it is then interpreted by a
computer program
BY- NOOR AHMAD (UIM)
COMPONENTS OF BCI SYSTEM
• Three major components-
• Sensor - to record neural activity or its proxy
• Decoder - that converts neural activity into
command signal
command signal
• Effector -such as a computer cursor or
robotic arm
BY- NOOR AHMAD (UIM)
Types of Brain Signals recorded in BCI
Three types –
• Electrophysiological
• Magnetic
• Metabolic
• Metabolic
BY- NOOR AHMAD (UIM)
Applications of BCI
• Individuals who are severely disabled by
disorders such as
• ALS (Amyotrophic lateral sclerosis)
• Cerebral palsy
• Brainstem stroke
• Brainstem stroke
• Spinal-cord injuries
• Muscular dystrophies
• Chronic peripheral neuropathies
BY- NOOR AHMAD (UIM)
Limitations
• Getting a good signal is hard
• Interpretation of signals is hard
• BCIs are currently fairly inaccurate in terms of
classifying neural activity
• Surgery needed for electrode placement
• Surgery needed for electrode placement
• Invasive BCI prone to develops scar tissue
BY- NOOR AHMAD (UIM)
Future
• Virtual Gaming
• Mind Reading
BY- NOOR AHMAD (UIM)

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UNIT 5_7 Brain-Computer Interfaces (BCI).pdf

  • 2. What is BCI • A brain–computer interface (BCI), sometimes called a direct neural interface or a brain– machine interface, is a direct communication pathway between a brain and an external device. • Direct communication pathway between the brain and an external device • Reads electrical signals from brain • Reads electrical signals from brain • Signals translated into a digital form • BCIs are able to translate brain activity • Predict a user's intents • Convert them into commands which control external devices BY- NOOR AHMAD (UIM)
  • 3. How BCI work •BCIs measure brain activity, process it, and produce control signals that reflect the user’s intent •Any natural form of communication or control requires peripheral nerves and muscles •Signals are sent via the peripheral nervous system (specifically, the motor pathways) to the corresponding muscles BY- NOOR AHMAD (UIM)
  • 4. • Uses optical nerves for image input • Camera input directed to brain BY- NOOR AHMAD (UIM)
  • 5. TYPES • Invasive Brain Computer Interfaces -implanted directly into the brain and has the highest quality signals. -provide functionality to paralyzed people. • Partially Invasive Brain Computer Interfaces • Partially Invasive Brain Computer Interfaces -implanted inside the skull but outside the brain. • Non Invasive Brain Computer Interfaces -gives a patient the ability to move muscle implants and restore partial movement. BY- NOOR AHMAD (UIM)
  • 6. BCI INPUT AND OUTPUT • The easiest and least invasive method is a set of electrodes- a device known as an electroencephalograph (EEG) -- attached to the scalp. • The electrodes can read brain signals. • The electrodes measure minute differences in the • The electrodes measure minute differences in the voltage between neurons. The signal is then amplified and filtered. • In current BCI systems, it is then interpreted by a computer program BY- NOOR AHMAD (UIM)
  • 7. COMPONENTS OF BCI SYSTEM • Three major components- • Sensor - to record neural activity or its proxy • Decoder - that converts neural activity into command signal command signal • Effector -such as a computer cursor or robotic arm BY- NOOR AHMAD (UIM)
  • 8. Types of Brain Signals recorded in BCI Three types – • Electrophysiological • Magnetic • Metabolic • Metabolic BY- NOOR AHMAD (UIM)
  • 9. Applications of BCI • Individuals who are severely disabled by disorders such as • ALS (Amyotrophic lateral sclerosis) • Cerebral palsy • Brainstem stroke • Brainstem stroke • Spinal-cord injuries • Muscular dystrophies • Chronic peripheral neuropathies BY- NOOR AHMAD (UIM)
  • 10. Limitations • Getting a good signal is hard • Interpretation of signals is hard • BCIs are currently fairly inaccurate in terms of classifying neural activity • Surgery needed for electrode placement • Surgery needed for electrode placement • Invasive BCI prone to develops scar tissue BY- NOOR AHMAD (UIM)
  • 11. Future • Virtual Gaming • Mind Reading BY- NOOR AHMAD (UIM)