SlideShare a Scribd company logo
1 of 26
A Seminar on


Brain Computer Interfaces
            By

        Vijay Mehta
Agenda

•   Introduction
•   BCI Model
•   Early Work
•   BCI Approaches
•   Applications
•   Current Projects
•   Conclusion
Introduction
• Brain-computer interface (BCI) is a fast-growing emergent
  technology, in which researchers aim to build a direct channel
  between the human brain and the computer.

• A Brain Computer Interface (BCI) is a collaboration in which a
  brain accepts and controls a mechanical device as a natural
  part of its representation of the body.

• Computer-brain interfaces are designed to restore sensory
  function, transmit sensory information to the brain, or stimulate
  the brain through artificially generated electrical signals.
BCI Model
Model
Early work
• Algorithms to reconstruct movements from motor cortex
  neurons, which control movement, were developed in 1970s.

• The first Intra-Cortical Brain-Computer Interface was built by
  implanting electrodes into monkeys.

• After conducting initial studies in rats during the 1990s,
  researchers developed Brain Computer Interfaces that decoded
  brain activity in monkeys and used the devices to reproduce
  movements in monkeys and used the devices to reproduce
  monkey movements in robotic arms.
How it works
BCI Approaches
Invasive
 • Invasive BCIs are implanted directly into the grey matter of the
brain during neurosurgery.

 • As they rest in the grey matter, invasive devices produce the
highest quality signals of BCI devices but are prone to scar-
tissue build-up, causing the signal to become weaker or even
lost as the body reacts to a foreign object in the brain.
Semi and Non Invasive
• Electrocorticography (ECoG) measures the electrical activity of the brain taken
from beneath the skull in a similar way to non-invasive electroencephalography but the
electrodes are embedded in a thin plastic pad that is placed above the cortex, beneath
the dura mater.

 •   Electroencephalography In conventional scalp EEG, the recording is obtained by
     placing electrodes on the scalp with a conductive gel or paste, usually after
     preparing the scalp area by light abrasion to reduce impedance due to dead skin
     cells. Many systems typically use electrodes, each of which is attached to an
     individual wire.

 •   fMRI = Functional Magnetic Resonance Imaging fMRI exploits the changes in
     the magnetic properties of hemoglobin as it carries oxygen. Activation of a part of
     the brain increases oxygen levels there increasing the ratio of oxyhemoglobin to
     deoxyhemoglobin.

 •   Magnetoencephalography (MEG) MEG detects the tiny magnetic fields created
     as individual neurons "fire" within the brain. It can pinpoint the active region with a
     millimeter, and can follow the movement of brain activity as it travels from region
     to region within the brain.
Applications
• Provide disabled people with communication, environment
control, and movement restoration.

• Provide enhanced control of devices such as wheelchairs,
vehicles, or assistance robots for people with disabilities.

• Provide additional channel of control in computer games.

• Monitor attention in long-distance drivers or aircraft pilots, send
out alert and warning for aircraft pilots.

• Develop intelligent relaxation devices.
Applications
• Control robots that function in dangerous or inhospitable
situations (e.g., underwater or in extreme heat or cold).

• Create a feedback loop to enhance the benefits of certain
therapeutic methods.

• Develop passive devices for monitoring function, such as
monitoring long-term drug effects, evaluating
psychological state, etc.

• Monitor stages of sleep
Applications
• Bionics/Cybernetics

• Memory Upload/Download

• Dream Capture

• Brain as a Computer

• “Google Search” through brain
Projects
• BrainGate

• BCI2000

• Australian Bionic Eye

• Honda Asimo Control

• Kevin Warwick – The First Human Cyborg

• Gaming Control

• Many Others….
BrainGate
Honda Asimo
  Control
Gaming Control
Eyes can say a
     lot…
Bionic Eye




And an artificial eye can see a
              lot…
Fiction or Future??
Conclusion
• A potential therapeutic tool.

 • BCI is an advancing technology promising paradigm shift in
areas like Machine Control, Human Enhancement, Virtual
reality and etc. So, it’s potentially high impact technology.

 • Several potential applications of BCI hold promise for
rehabilitation and improving performance, such as treating
emotional disorders (for example, depression or anxiety),
easing chronic pain, and overcoming movement disabilities due
to stroke.
 • Will enable us to achieve singularity very soon.

• Intense R&D in future to attain intuitive efficiency.
References
• Sixto Ortiz Jr., "Brain-Computer Interfaces: Where Human and Machine
  Meet," Computer, vol. 40, no. 1, pp. 17-21, Jan., 2007

• F. Babiloni, A. Cichocki, and S. Gao, eds., special issue, “Brain-
  Computer Interfaces: Towards Practical Implementations and Potential
  Applications,” ComputationalIntelligence and Neuroscience, 2007

• P. Sajda, K-R. Mueller, and K.V. Shenoy, eds., special issue, “Brain
  Computer Interfaces,” IEEE Signal Processing Magazine,Jan. 2008

• The MIT Press – “Toward Brain-Computer Interfacing”

• Wikipedia, HowStuffWorks and various other website sources…
Thank You!

More Related Content

What's hot

Brain Computer Interface ppt
Brain Computer Interface pptBrain Computer Interface ppt
Brain Computer Interface ppt
Ajay George
 
Brain-computer interface
Brain-computer interfaceBrain-computer interface
Brain-computer interface
Sri Neela
 

What's hot (20)

Brain computer interface
Brain computer interfaceBrain computer interface
Brain computer interface
 
Brain Computer Interface.ppt
Brain Computer Interface.pptBrain Computer Interface.ppt
Brain Computer Interface.ppt
 
Brain Chip Technology
Brain Chip TechnologyBrain Chip Technology
Brain Chip Technology
 
Brain chips ppt
Brain chips pptBrain chips ppt
Brain chips ppt
 
Brain Computer Interface (BCI) - seminar PPT
Brain Computer Interface (BCI) -  seminar PPTBrain Computer Interface (BCI) -  seminar PPT
Brain Computer Interface (BCI) - seminar PPT
 
BRAIN COMPUTER INTERFACE Documentation
BRAIN COMPUTER INTERFACE DocumentationBRAIN COMPUTER INTERFACE Documentation
BRAIN COMPUTER INTERFACE Documentation
 
Blue brain presentation
Blue brain presentationBlue brain presentation
Blue brain presentation
 
Brain computer interface
Brain computer interfaceBrain computer interface
Brain computer interface
 
Brain-Computer Interface (BCI)-Seminar Report
Brain-Computer Interface (BCI)-Seminar ReportBrain-Computer Interface (BCI)-Seminar Report
Brain-Computer Interface (BCI)-Seminar Report
 
Brain computer Interface
Brain computer InterfaceBrain computer Interface
Brain computer Interface
 
Brain chips
Brain chipsBrain chips
Brain chips
 
Brain Computer Interface ppt
Brain Computer Interface pptBrain Computer Interface ppt
Brain Computer Interface ppt
 
Brain computer interface
Brain computer interfaceBrain computer interface
Brain computer interface
 
Brain computer interface
Brain computer interfaceBrain computer interface
Brain computer interface
 
Brain computer interface
Brain computer interfaceBrain computer interface
Brain computer interface
 
Brain computer interface
Brain computer interfaceBrain computer interface
Brain computer interface
 
Neuralink Seminar ppt
Neuralink Seminar pptNeuralink Seminar ppt
Neuralink Seminar ppt
 
Brain computer interface
Brain computer interfaceBrain computer interface
Brain computer interface
 
Brain-computer interface
Brain-computer interfaceBrain-computer interface
Brain-computer interface
 
BRAIN CHIP TECHNOLOGY
BRAIN CHIP TECHNOLOGYBRAIN CHIP TECHNOLOGY
BRAIN CHIP TECHNOLOGY
 

Viewers also liked (7)

Neural interfacing
Neural interfacingNeural interfacing
Neural interfacing
 
Neural interfacing
Neural interfacingNeural interfacing
Neural interfacing
 
Smart fabrics
Smart fabricsSmart fabrics
Smart fabrics
 
Skybus metro as a mode of transportation
Skybus metro as a mode of transportationSkybus metro as a mode of transportation
Skybus metro as a mode of transportation
 
Quantum computer ppt
Quantum computer pptQuantum computer ppt
Quantum computer ppt
 
Sky bus
Sky busSky bus
Sky bus
 
Cyber crime and security ppt
Cyber crime and security pptCyber crime and security ppt
Cyber crime and security ppt
 

Similar to brain computer-interfaces PPT

1303048529 braincomputerinterfaces1-120827124014-phpapp01 (1)
1303048529 braincomputerinterfaces1-120827124014-phpapp01 (1)1303048529 braincomputerinterfaces1-120827124014-phpapp01 (1)
1303048529 braincomputerinterfaces1-120827124014-phpapp01 (1)
jyothsna sajja
 
Brain computer interfaces
Brain computer interfacesBrain computer interfaces
Brain computer interfaces
Mustahid Ali
 
Brain computer interface
Brain computer interfaceBrain computer interface
Brain computer interface
Rahul Baghla
 
Brain computer interfaces
Brain computer interfacesBrain computer interfaces
Brain computer interfaces
Jagadeesh Kumar
 

Similar to brain computer-interfaces PPT (20)

1303048529 braincomputerinterfaces1-120827124014-phpapp01 (1)
1303048529 braincomputerinterfaces1-120827124014-phpapp01 (1)1303048529 braincomputerinterfaces1-120827124014-phpapp01 (1)
1303048529 braincomputerinterfaces1-120827124014-phpapp01 (1)
 
Brain computer interface
Brain computer interfaceBrain computer interface
Brain computer interface
 
Brain computer interfaces 12
Brain computer interfaces 12Brain computer interfaces 12
Brain computer interfaces 12
 
Brain computer interfaces
Brain computer interfacesBrain computer interfaces
Brain computer interfaces
 
Brain Computer Interface
Brain Computer InterfaceBrain Computer Interface
Brain Computer Interface
 
Brain computer interface
Brain computer interfaceBrain computer interface
Brain computer interface
 
Brain computer interface
Brain computer interfaceBrain computer interface
Brain computer interface
 
Interface neuronale directe
Interface neuronale directeInterface neuronale directe
Interface neuronale directe
 
Brain Computer Interface (Bci)
Brain Computer Interface (Bci)Brain Computer Interface (Bci)
Brain Computer Interface (Bci)
 
Brain Computer Interface
Brain Computer InterfaceBrain Computer Interface
Brain Computer Interface
 
Human Brain Simulation for Robotic Applications
Human Brain Simulation for Robotic ApplicationsHuman Brain Simulation for Robotic Applications
Human Brain Simulation for Robotic Applications
 
BCI
BCIBCI
BCI
 
Interface neuronale directe
Interface neuronale directeInterface neuronale directe
Interface neuronale directe
 
Brain computer interfaces
Brain computer interfacesBrain computer interfaces
Brain computer interfaces
 
Brain gate
Brain gateBrain gate
Brain gate
 
Brain Gate Technology
Brain Gate TechnologyBrain Gate Technology
Brain Gate Technology
 
Brain Chips_main.pptx
Brain Chips_main.pptxBrain Chips_main.pptx
Brain Chips_main.pptx
 
Brain computer interface
Brain computer interface Brain computer interface
Brain computer interface
 
brain gate system
brain gate systembrain gate system
brain gate system
 
Brain Gate
Brain GateBrain Gate
Brain Gate
 

More from Vijay Mehta (9)

Competition act 2002
Competition act 2002 Competition act 2002
Competition act 2002
 
Private equity PPT
Private equity  PPTPrivate equity  PPT
Private equity PPT
 
New york stockexchange PPT
New york stockexchange PPTNew york stockexchange PPT
New york stockexchange PPT
 
Nafta PPT
Nafta PPTNafta PPT
Nafta PPT
 
J. p morgan project PPT
J. p morgan  project PPTJ. p morgan  project PPT
J. p morgan project PPT
 
Foreign exchange exposure PPT
Foreign exchange exposure PPTForeign exchange exposure PPT
Foreign exchange exposure PPT
 
Adr’s, gdr’s & fdi ppt
Adr’s, gdr’s & fdi ppt Adr’s, gdr’s & fdi ppt
Adr’s, gdr’s & fdi ppt
 
Providentfund PPT
Providentfund PPTProvidentfund PPT
Providentfund PPT
 
Sampling methods PPT
Sampling methods PPTSampling methods PPT
Sampling methods PPT
 

Recently uploaded

Russian Call Girls Lucknow Just Call 👉👉7877925207 Top Class Call Girl Service...
Russian Call Girls Lucknow Just Call 👉👉7877925207 Top Class Call Girl Service...Russian Call Girls Lucknow Just Call 👉👉7877925207 Top Class Call Girl Service...
Russian Call Girls Lucknow Just Call 👉👉7877925207 Top Class Call Girl Service...
adilkhan87451
 
Call Girl in Indore 8827247818 {LowPrice} ❤️ (ahana) Indore Call Girls * UPA...
Call Girl in Indore 8827247818 {LowPrice} ❤️ (ahana) Indore Call Girls  * UPA...Call Girl in Indore 8827247818 {LowPrice} ❤️ (ahana) Indore Call Girls  * UPA...
Call Girl in Indore 8827247818 {LowPrice} ❤️ (ahana) Indore Call Girls * UPA...
mahaiklolahd
 

Recently uploaded (20)

Andheri East ) Call Girls in Mumbai Phone No 9004268417 Elite Escort Service ...
Andheri East ) Call Girls in Mumbai Phone No 9004268417 Elite Escort Service ...Andheri East ) Call Girls in Mumbai Phone No 9004268417 Elite Escort Service ...
Andheri East ) Call Girls in Mumbai Phone No 9004268417 Elite Escort Service ...
 
Call Girls Hyderabad Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Hyderabad Just Call 8250077686 Top Class Call Girl Service AvailableCall Girls Hyderabad Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Hyderabad Just Call 8250077686 Top Class Call Girl Service Available
 
Call Girls in Delhi Triveni Complex Escort Service(🔝))/WhatsApp 97111⇛47426
Call Girls in Delhi Triveni Complex Escort Service(🔝))/WhatsApp 97111⇛47426Call Girls in Delhi Triveni Complex Escort Service(🔝))/WhatsApp 97111⇛47426
Call Girls in Delhi Triveni Complex Escort Service(🔝))/WhatsApp 97111⇛47426
 
Model Call Girls In Chennai WhatsApp Booking 7427069034 call girl service 24 ...
Model Call Girls In Chennai WhatsApp Booking 7427069034 call girl service 24 ...Model Call Girls In Chennai WhatsApp Booking 7427069034 call girl service 24 ...
Model Call Girls In Chennai WhatsApp Booking 7427069034 call girl service 24 ...
 
Jogeshwari ! Call Girls Service Mumbai - 450+ Call Girl Cash Payment 90042684...
Jogeshwari ! Call Girls Service Mumbai - 450+ Call Girl Cash Payment 90042684...Jogeshwari ! Call Girls Service Mumbai - 450+ Call Girl Cash Payment 90042684...
Jogeshwari ! Call Girls Service Mumbai - 450+ Call Girl Cash Payment 90042684...
 
Call Girls Rishikesh Just Call 9667172968 Top Class Call Girl Service Available
Call Girls Rishikesh Just Call 9667172968 Top Class Call Girl Service AvailableCall Girls Rishikesh Just Call 9667172968 Top Class Call Girl Service Available
Call Girls Rishikesh Just Call 9667172968 Top Class Call Girl Service Available
 
Russian Call Girls Lucknow Just Call 👉👉7877925207 Top Class Call Girl Service...
Russian Call Girls Lucknow Just Call 👉👉7877925207 Top Class Call Girl Service...Russian Call Girls Lucknow Just Call 👉👉7877925207 Top Class Call Girl Service...
Russian Call Girls Lucknow Just Call 👉👉7877925207 Top Class Call Girl Service...
 
Night 7k to 12k Chennai City Center Call Girls 👉👉 7427069034⭐⭐ 100% Genuine E...
Night 7k to 12k Chennai City Center Call Girls 👉👉 7427069034⭐⭐ 100% Genuine E...Night 7k to 12k Chennai City Center Call Girls 👉👉 7427069034⭐⭐ 100% Genuine E...
Night 7k to 12k Chennai City Center Call Girls 👉👉 7427069034⭐⭐ 100% Genuine E...
 
Coimbatore Call Girls in Coimbatore 7427069034 genuine Escort Service Girl 10...
Coimbatore Call Girls in Coimbatore 7427069034 genuine Escort Service Girl 10...Coimbatore Call Girls in Coimbatore 7427069034 genuine Escort Service Girl 10...
Coimbatore Call Girls in Coimbatore 7427069034 genuine Escort Service Girl 10...
 
Pondicherry Call Girls Book Now 9630942363 Top Class Pondicherry Escort Servi...
Pondicherry Call Girls Book Now 9630942363 Top Class Pondicherry Escort Servi...Pondicherry Call Girls Book Now 9630942363 Top Class Pondicherry Escort Servi...
Pondicherry Call Girls Book Now 9630942363 Top Class Pondicherry Escort Servi...
 
Call Girls Raipur Just Call 9630942363 Top Class Call Girl Service Available
Call Girls Raipur Just Call 9630942363 Top Class Call Girl Service AvailableCall Girls Raipur Just Call 9630942363 Top Class Call Girl Service Available
Call Girls Raipur Just Call 9630942363 Top Class Call Girl Service Available
 
Premium Bangalore Call Girls Jigani Dail 6378878445 Escort Service For Hot Ma...
Premium Bangalore Call Girls Jigani Dail 6378878445 Escort Service For Hot Ma...Premium Bangalore Call Girls Jigani Dail 6378878445 Escort Service For Hot Ma...
Premium Bangalore Call Girls Jigani Dail 6378878445 Escort Service For Hot Ma...
 
Most Beautiful Call Girl in Bangalore Contact on Whatsapp
Most Beautiful Call Girl in Bangalore Contact on WhatsappMost Beautiful Call Girl in Bangalore Contact on Whatsapp
Most Beautiful Call Girl in Bangalore Contact on Whatsapp
 
Call Girl in Indore 8827247818 {LowPrice} ❤️ (ahana) Indore Call Girls * UPA...
Call Girl in Indore 8827247818 {LowPrice} ❤️ (ahana) Indore Call Girls  * UPA...Call Girl in Indore 8827247818 {LowPrice} ❤️ (ahana) Indore Call Girls  * UPA...
Call Girl in Indore 8827247818 {LowPrice} ❤️ (ahana) Indore Call Girls * UPA...
 
Best Rate (Guwahati ) Call Girls Guwahati ⟟ 8617370543 ⟟ High Class Call Girl...
Best Rate (Guwahati ) Call Girls Guwahati ⟟ 8617370543 ⟟ High Class Call Girl...Best Rate (Guwahati ) Call Girls Guwahati ⟟ 8617370543 ⟟ High Class Call Girl...
Best Rate (Guwahati ) Call Girls Guwahati ⟟ 8617370543 ⟟ High Class Call Girl...
 
Top Rated Hyderabad Call Girls Erragadda ⟟ 9332606886 ⟟ Call Me For Genuine ...
Top Rated  Hyderabad Call Girls Erragadda ⟟ 9332606886 ⟟ Call Me For Genuine ...Top Rated  Hyderabad Call Girls Erragadda ⟟ 9332606886 ⟟ Call Me For Genuine ...
Top Rated Hyderabad Call Girls Erragadda ⟟ 9332606886 ⟟ Call Me For Genuine ...
 
Mumbai ] (Call Girls) in Mumbai 10k @ I'm VIP Independent Escorts Girls 98333...
Mumbai ] (Call Girls) in Mumbai 10k @ I'm VIP Independent Escorts Girls 98333...Mumbai ] (Call Girls) in Mumbai 10k @ I'm VIP Independent Escorts Girls 98333...
Mumbai ] (Call Girls) in Mumbai 10k @ I'm VIP Independent Escorts Girls 98333...
 
💕SONAM KUMAR💕Premium Call Girls Jaipur ↘️9257276172 ↙️One Night Stand With Lo...
💕SONAM KUMAR💕Premium Call Girls Jaipur ↘️9257276172 ↙️One Night Stand With Lo...💕SONAM KUMAR💕Premium Call Girls Jaipur ↘️9257276172 ↙️One Night Stand With Lo...
💕SONAM KUMAR💕Premium Call Girls Jaipur ↘️9257276172 ↙️One Night Stand With Lo...
 
Call Girls Jaipur Just Call 9521753030 Top Class Call Girl Service Available
Call Girls Jaipur Just Call 9521753030 Top Class Call Girl Service AvailableCall Girls Jaipur Just Call 9521753030 Top Class Call Girl Service Available
Call Girls Jaipur Just Call 9521753030 Top Class Call Girl Service Available
 
Low Rate Call Girls Bangalore {7304373326} ❤️VVIP NISHA Call Girls in Bangalo...
Low Rate Call Girls Bangalore {7304373326} ❤️VVIP NISHA Call Girls in Bangalo...Low Rate Call Girls Bangalore {7304373326} ❤️VVIP NISHA Call Girls in Bangalo...
Low Rate Call Girls Bangalore {7304373326} ❤️VVIP NISHA Call Girls in Bangalo...
 

brain computer-interfaces PPT

  • 1. A Seminar on Brain Computer Interfaces By Vijay Mehta
  • 2. Agenda • Introduction • BCI Model • Early Work • BCI Approaches • Applications • Current Projects • Conclusion
  • 3. Introduction • Brain-computer interface (BCI) is a fast-growing emergent technology, in which researchers aim to build a direct channel between the human brain and the computer. • A Brain Computer Interface (BCI) is a collaboration in which a brain accepts and controls a mechanical device as a natural part of its representation of the body. • Computer-brain interfaces are designed to restore sensory function, transmit sensory information to the brain, or stimulate the brain through artificially generated electrical signals.
  • 6. Early work • Algorithms to reconstruct movements from motor cortex neurons, which control movement, were developed in 1970s. • The first Intra-Cortical Brain-Computer Interface was built by implanting electrodes into monkeys. • After conducting initial studies in rats during the 1990s, researchers developed Brain Computer Interfaces that decoded brain activity in monkeys and used the devices to reproduce movements in monkeys and used the devices to reproduce monkey movements in robotic arms.
  • 8.
  • 9.
  • 11. Invasive • Invasive BCIs are implanted directly into the grey matter of the brain during neurosurgery. • As they rest in the grey matter, invasive devices produce the highest quality signals of BCI devices but are prone to scar- tissue build-up, causing the signal to become weaker or even lost as the body reacts to a foreign object in the brain.
  • 12. Semi and Non Invasive • Electrocorticography (ECoG) measures the electrical activity of the brain taken from beneath the skull in a similar way to non-invasive electroencephalography but the electrodes are embedded in a thin plastic pad that is placed above the cortex, beneath the dura mater. • Electroencephalography In conventional scalp EEG, the recording is obtained by placing electrodes on the scalp with a conductive gel or paste, usually after preparing the scalp area by light abrasion to reduce impedance due to dead skin cells. Many systems typically use electrodes, each of which is attached to an individual wire. • fMRI = Functional Magnetic Resonance Imaging fMRI exploits the changes in the magnetic properties of hemoglobin as it carries oxygen. Activation of a part of the brain increases oxygen levels there increasing the ratio of oxyhemoglobin to deoxyhemoglobin. • Magnetoencephalography (MEG) MEG detects the tiny magnetic fields created as individual neurons "fire" within the brain. It can pinpoint the active region with a millimeter, and can follow the movement of brain activity as it travels from region to region within the brain.
  • 13. Applications • Provide disabled people with communication, environment control, and movement restoration. • Provide enhanced control of devices such as wheelchairs, vehicles, or assistance robots for people with disabilities. • Provide additional channel of control in computer games. • Monitor attention in long-distance drivers or aircraft pilots, send out alert and warning for aircraft pilots. • Develop intelligent relaxation devices.
  • 14. Applications • Control robots that function in dangerous or inhospitable situations (e.g., underwater or in extreme heat or cold). • Create a feedback loop to enhance the benefits of certain therapeutic methods. • Develop passive devices for monitoring function, such as monitoring long-term drug effects, evaluating psychological state, etc. • Monitor stages of sleep
  • 15. Applications • Bionics/Cybernetics • Memory Upload/Download • Dream Capture • Brain as a Computer • “Google Search” through brain
  • 16. Projects • BrainGate • BCI2000 • Australian Bionic Eye • Honda Asimo Control • Kevin Warwick – The First Human Cyborg • Gaming Control • Many Others….
  • 18. Honda Asimo Control
  • 20. Eyes can say a lot…
  • 21. Bionic Eye And an artificial eye can see a lot…
  • 23. Conclusion • A potential therapeutic tool. • BCI is an advancing technology promising paradigm shift in areas like Machine Control, Human Enhancement, Virtual reality and etc. So, it’s potentially high impact technology. • Several potential applications of BCI hold promise for rehabilitation and improving performance, such as treating emotional disorders (for example, depression or anxiety), easing chronic pain, and overcoming movement disabilities due to stroke. • Will enable us to achieve singularity very soon. • Intense R&D in future to attain intuitive efficiency.
  • 24. References • Sixto Ortiz Jr., "Brain-Computer Interfaces: Where Human and Machine Meet," Computer, vol. 40, no. 1, pp. 17-21, Jan., 2007 • F. Babiloni, A. Cichocki, and S. Gao, eds., special issue, “Brain- Computer Interfaces: Towards Practical Implementations and Potential Applications,” ComputationalIntelligence and Neuroscience, 2007 • P. Sajda, K-R. Mueller, and K.V. Shenoy, eds., special issue, “Brain Computer Interfaces,” IEEE Signal Processing Magazine,Jan. 2008 • The MIT Press – “Toward Brain-Computer Interfacing” • Wikipedia, HowStuffWorks and various other website sources…
  • 25.