SlideShare ist ein Scribd-Unternehmen logo
1 von 25
PREPARED BY:- 
SAKSHI MONGIA 
2808037 
CSE final yr.
TOPICS TO BE COVERED
 
INTRODUCTION 
HISTORY 
BRAIN 
TYPES OF BCIs 
BCI WORKING 
BCI APPLICATIONS 
BCI PROJECTS 
BCI DRAWBACKS
A Brain Computer Interface creates a direct link 
between the brain and a computer. It allows the 
computer to be controlled by the brain and in some 
cases can also send signals to the brain. 
Brain-Computer Interfacing (BCI) can be used for 
capturing brain signals and translating them into 
commands that allow humans to control (just by 
thinking) devices such as computers, robots, 
rehabilitation technology and virtual reality 
environments.
In 1924 Berger was the first one who recorded an EEG 
from a human brain. By analyzing EEGs Berger was 
able to identify different waves or rhythms which are 
present in a brain, as the Alpha Wave (8 – 12 Hz), also 
known as Berger's Wave. 
The Advanced Research Project Agency (ARPA) of the 
government of the United State of America became 
interested in this field of research. They had the vision 
of increasing the performance of mental high load 
tasks by enhancing human abilities with artificial 
computer power. But their attempt failed.
The first wireless brain-computer interface was build 
by Philip Kennedy and his colleagues by implanting 
neurotrophic cone electrodes into monkey brains. 
By the year 2000, Miguel Nicolelis' group implanted 
electrode arrays into multiple brain areas of monkeys. 
They built a BCI system that was capable of 
reproducing a monkey's movement, while reaching for 
food or using a joystick in real time.
One of the first persons who benefit from all the years 
of BCI research is Matt Nagle. In 2004 an electrode 
array was implanted into his brain to restore 
functionalities he had lost due to paralysis. 
The system required some training but finally he was 
able to control the TV, check emails and do basically 
everything that can be achieved by using a mouse. He 
could also open and close a prosthetic hand.
Our brain is the main reason why BCI work. 
Our brains are filled with neurons, individual nerve 
cells connected to one another by dendrites and axons. 
Every time we think, move or feel, our neurons are at 
work. 
Some kind of electric signals are generated by these 
nerves. These signals are generated by differences in 
electric potential carried by ions on the membrane of 
each neuron. 
Scientists can detect those signals, interpret what they 
mean and use them to direct a device of some kind.
There are three ways in which BCI technology is 
implemented on humans. The three ways are:- 
INVASIVE BCI 
PARTIALLY INVASIVE BCI 
NON INVASIVE BCI
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. 
WILLIAM DOBELLE was the first scientist to use BCI 
in VISION SCIENCE. 
In VISION SCIENCE, direct brain implants have been 
used to treat non-congenital (acquired) blindness.
In 1998 researchers at Emory University in Atlanta led by 
Philip Kennedy and Roy Bakay were first to install a brain 
implant in a human that produced signals of high enough 
quality to simulate movement. 
In 2005, after nine months of human trial Cyberkinetics 
Neurotechnology’s BrainGate chip-implant. 
This brainGate chip is a technology used to cure patients 
suffering with paralysis and locked in kind of syndrome 
diseases.
Partially invasive BCIs is a milder or scaled down 
version of Invasive BCIs. 
Partially invasive BCI devices are implanted inside the 
skull but rest outside the brain rather than amidst the 
grey matter. 
Unlike Invasive BCIs these have low risk of formation 
of scar tissues in brain.
Non-Invasive BCIs rest outside the brain and tries to 
capture the signals of the brain. 
Although the waves can still be detected it is more 
difficult to determine the area of the brain that created 
them or the actions of individual neurons. 
They produce poor signal resolution because the skull 
dampens signals, dispersing and blurring the 
electromagnetic waves created by the neurons. 
Signals recorded in this way have been used to power 
muscle implants and restore partial movement in an 
experimental volunteer.
It uses following techniques: 
Neuro-Imaging 
Direct Neural Contact 
Electroencephalography (EEG) 
Magnetoencephalography (MEG) 
Functional Magnetic Resonance Imaging (FMRI) 
In these techniques a head cover with installed electrode 
is attached to the brain.
It is the main technique used in Non-Invasive BCI. 
It measures the electrical activity of the brain. 
Due to its ease of use, cost and high temporal 
resolution this method is the most widely used one in 
BCIs nowadays. 
DRAWBACKS:- 
In practice EEGs are highly susceptible to noise. 
Another substantial barrier to using EEG as a brain– 
computer interface is the extensive training required 
before users can work the technology.
MEG is a much newer and more accurate technology. 
Instead of measuring the electrical activity in the brain 
this technology records magnetic fields produced by 
it. 
The main drawbacks of this technology are its high 
requirements in equipment.
This technique measures the haemodynamic response 
(blood flow and blood oxygenation) known as 
Magnetic Resonance Tomography (MRT). 
In contrast to the MRI which studies the brain’s 
structure this method studies the brain’s function. 
As this method requires MRI technology it needs very 
special equipment and thus is quite costly.
scientists can implant electrodes directly into the gray 
matter of the brain itself, or on the surface of the brain, 
beneath the skull. 
The electrodes measure minute differences in the 
voltage between neurons. The signal is then amplified 
and filtered, it is then interpreted by a computer 
program. 
In the case of a sensory input BCI, the function 
happens in reverse. A computer converts a signal, such 
as one from a video camera, into the voltages necessary 
to trigger neurons.
BCI APPLICATIONS 
 Medical applications 
BCIs provide a new and possibly only communication 
channel for people suffering from severe physical 
disabilities but having intact cognitive functions. 
For example these devices could help in treating (or 
rather overcoming) paraplegia or amyotrophia, the 
most widespread neuroprosthetic is the cochlear 
implant or bionic ear. This device can help people with 
impaired hearing.
BCI APPLICATIONS 
Human enhancement 
Human enhancement describes any attempt (whether 
temporary or permanent) to overcome the current 
limitations of human cognitive and physical abilities, 
whether through natural or artificial means. 
For eg. Brainwave synchronization is the practice to entrain 
one's brainwaves to a desired frequency, by means of a 
periodic stimulus with corresponding frequency. 
An exocortex (speculative) is an external information 
processing system that augments, in a subtle and seamless 
fashion via a brain-computer interface, the brain's 
biological high-level cognitive processes.
BERLIN BRAIN COMPUTER INTERFACE(BBCI) 
GRAZ BRAIN COMPUTER INTERFACE(GBCI) 
BRAINGATE 
BCI2000
In case of Invasive BCI there is a risk of formation of scar 
tissue. 
There is a need of extensive training before user can use 
techniques like EEG 
BCI techniques still require much enhancement before 
they can be used by users as they are slow. 
Ethical implications of BCI will arise in future 
BCI techniques are costly. It requires a lot of money to 
set up the BCI environment.
BCI Guide: Brain-Computer Interface Technology

Weitere Àhnliche Inhalte

Was ist angesagt?

BRAIN COMPUTER INTERFACE (BCI)
BRAIN COMPUTER INTERFACE (BCI)BRAIN COMPUTER INTERFACE (BCI)
BRAIN COMPUTER INTERFACE (BCI)Ayush Sharma
 
BRAIN GATE (in nutshell)
BRAIN GATE (in nutshell)BRAIN GATE (in nutshell)
BRAIN GATE (in nutshell)darshann
 
Exploring the Brain Computer Interface
Exploring the Brain Computer InterfaceExploring the Brain Computer Interface
Exploring the Brain Computer InterfaceJim McKeeth
 
Brain computer Interface
Brain computer InterfaceBrain computer Interface
Brain computer InterfaceChaitanya Yanamala
 
Brain Computer Interface
Brain Computer InterfaceBrain Computer Interface
Brain Computer InterfaceSubham Kundu
 
Brain computer interface
Brain computer interfaceBrain computer interface
Brain computer interfacekvinitha
 
Brain computer interface
Brain computer interfaceBrain computer interface
Brain computer interfaceSharat045
 
BRAIN MACHINE INTERFACE
BRAIN MACHINE INTERFACEBRAIN MACHINE INTERFACE
BRAIN MACHINE INTERFACESruthi Kumar
 
Brain Computer Interface by Vipin Yadav
Brain Computer Interface by Vipin YadavBrain Computer Interface by Vipin Yadav
Brain Computer Interface by Vipin YadavVipinYadav191
 
Brain Computer Interface
Brain Computer InterfaceBrain Computer Interface
Brain Computer InterfaceIntekhab Alam Khan
 
Brain Computer Interfaces(BCI)
Brain Computer Interfaces(BCI)Brain Computer Interfaces(BCI)
Brain Computer Interfaces(BCI)Dr. Uday Saikia
 
brain chip technology
brain chip technologybrain chip technology
brain chip technologyKanav Mansotra
 
Brain computer interface
Brain computer interfaceBrain computer interface
Brain computer interfaceNeurologyKota
 
Brain Computer Interface by Vishal B U
Brain Computer Interface by Vishal B UBrain Computer Interface by Vishal B U
Brain Computer Interface by Vishal B UVISHAL B U
 
Brain Computer Interface.ppt
Brain Computer Interface.pptBrain Computer Interface.ppt
Brain Computer Interface.pptAmal Sanjay
 
Brain Computer Interface (Bci)
Brain Computer Interface (Bci)Brain Computer Interface (Bci)
Brain Computer Interface (Bci)PavanKumar dhruv
 

Was ist angesagt? (20)

BRAIN COMPUTER INTERFACE (BCI)
BRAIN COMPUTER INTERFACE (BCI)BRAIN COMPUTER INTERFACE (BCI)
BRAIN COMPUTER INTERFACE (BCI)
 
BRAIN GATE (in nutshell)
BRAIN GATE (in nutshell)BRAIN GATE (in nutshell)
BRAIN GATE (in nutshell)
 
Exploring the Brain Computer Interface
Exploring the Brain Computer InterfaceExploring the Brain Computer Interface
Exploring the 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
 
Brain computer interface
Brain computer interfaceBrain computer interface
Brain computer interface
 
Brain Chips_main.pptx
Brain Chips_main.pptxBrain Chips_main.pptx
Brain Chips_main.pptx
 
BRAIN MACHINE INTERFACE
BRAIN MACHINE INTERFACEBRAIN MACHINE INTERFACE
BRAIN MACHINE INTERFACE
 
Hariom
HariomHariom
Hariom
 
Brain Computer Interface-Webinar
Brain Computer Interface-WebinarBrain Computer Interface-Webinar
Brain Computer Interface-Webinar
 
Brain Computer Interface by Vipin Yadav
Brain Computer Interface by Vipin YadavBrain Computer Interface by Vipin Yadav
Brain Computer Interface by Vipin Yadav
 
Brain Computer Interface
Brain Computer InterfaceBrain Computer Interface
Brain Computer Interface
 
Brain Computer Interfaces(BCI)
Brain Computer Interfaces(BCI)Brain Computer Interfaces(BCI)
Brain Computer Interfaces(BCI)
 
brain chips
brain chipsbrain chips
brain chips
 
brain chip technology
brain chip technologybrain chip technology
brain chip technology
 
Brain computer interface
Brain computer interfaceBrain computer interface
Brain computer interface
 
Brain Computer Interface by Vishal B U
Brain Computer Interface by Vishal B UBrain Computer Interface by Vishal B U
Brain Computer Interface by Vishal B U
 
Brain Computer Interface.ppt
Brain Computer Interface.pptBrain Computer Interface.ppt
Brain Computer Interface.ppt
 
Brain Computer Interface (Bci)
Brain Computer Interface (Bci)Brain Computer Interface (Bci)
Brain Computer Interface (Bci)
 

Andere mochten auch

Introduction to BCI
Introduction to BCIIntroduction to BCI
Introduction to BCITing-Shuo Yo
 
Brain computer interface
Brain computer interfaceBrain computer interface
Brain computer interfaceKomal Maloo
 
Brain Computer Interface ppt
Brain Computer Interface pptBrain Computer Interface ppt
Brain Computer Interface pptAjay George
 
Interface neuronale directe
Interface neuronale directeInterface neuronale directe
Interface neuronale directeanisha potti
 
Brain Computer Interface (BCI) Week 1
Brain Computer Interface (BCI) Week 1Brain Computer Interface (BCI) Week 1
Brain Computer Interface (BCI) Week 1Madara Gunawardana
 
Brain computer interface
Brain computer interfaceBrain computer interface
Brain computer interfaceJaykrishna Thakkar
 
Bci report
Bci reportBci report
Bci reportRAJASHREE B
 
Towards second generation expert systems in telepathology for aid in diagnosis
Towards second generation expert systems in telepathology for aid in diagnosisTowards second generation expert systems in telepathology for aid in diagnosis
Towards second generation expert systems in telepathology for aid in diagnosisTouradj Ebrahimi
 
Google Sky At GSFC
Google Sky At GSFCGoogle Sky At GSFC
Google Sky At GSFCAlberto Conti
 
Google sky ppt
Google sky pptGoogle sky ppt
Google sky pptkasmus
 
Google wave2010
Google wave2010Google wave2010
Google wave2010Keisuke Hata
 
Brain-Computer Interfaces
Brain-Computer InterfacesBrain-Computer Interfaces
Brain-Computer Interfacesguest9006ab
 
Rainbow technology doc
Rainbow technology docRainbow technology doc
Rainbow technology docPrathyusha Shetty
 
Brain computer interface
Brain computer interfaceBrain computer interface
Brain computer interfaceRahul Baghla
 
The Trojan Horse (Computing)
The Trojan Horse (Computing)The Trojan Horse (Computing)
The Trojan Horse (Computing)Angel Sophie
 

Andere mochten auch (20)

Introduction to BCI
Introduction to BCIIntroduction to BCI
Introduction to BCI
 
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
 
Interface neuronale directe
Interface neuronale directeInterface neuronale directe
Interface neuronale directe
 
Brain Computer Interface (BCI) Week 1
Brain Computer Interface (BCI) Week 1Brain Computer Interface (BCI) Week 1
Brain Computer Interface (BCI) Week 1
 
Brain computer interface
Brain computer interfaceBrain computer interface
Brain computer interface
 
BCI
BCIBCI
BCI
 
Bci report
Bci reportBci report
Bci report
 
Towards second generation expert systems in telepathology for aid in diagnosis
Towards second generation expert systems in telepathology for aid in diagnosisTowards second generation expert systems in telepathology for aid in diagnosis
Towards second generation expert systems in telepathology for aid in diagnosis
 
Bci report
Bci reportBci report
Bci report
 
Google Sky At GSFC
Google Sky At GSFCGoogle Sky At GSFC
Google Sky At GSFC
 
Google sky ppt
Google sky pptGoogle sky ppt
Google sky ppt
 
Google wave2010
Google wave2010Google wave2010
Google wave2010
 
Brain-Computer Interfaces
Brain-Computer InterfacesBrain-Computer Interfaces
Brain-Computer Interfaces
 
GoogleWave
GoogleWave GoogleWave
GoogleWave
 
Rainbow technology doc
Rainbow technology docRainbow technology doc
Rainbow technology doc
 
Brain computer interface
Brain computer interfaceBrain computer interface
Brain computer interface
 
Gsm jammer
Gsm jammerGsm jammer
Gsm jammer
 
The Trojan Horse (Computing)
The Trojan Horse (Computing)The Trojan Horse (Computing)
The Trojan Horse (Computing)
 
Rainbow technology
Rainbow technologyRainbow technology
Rainbow technology
 

Ähnlich wie BCI Guide: Brain-Computer Interface Technology

BCI is a direct Neural Interface or Brain-Machine Interface
BCI is a direct Neural Interface or Brain-Machine InterfaceBCI is a direct Neural Interface or Brain-Machine Interface
BCI is a direct Neural Interface or Brain-Machine InterfaceJaahnvi Patel
 
Brain computer interface
Brain computer interfaceBrain computer interface
Brain computer interfaceNistala kamalesh
 
Brain computer interface
Brain computer interfaceBrain computer interface
Brain computer interfacerahulnale175
 
Brain Computer Interface
Brain Computer InterfaceBrain Computer Interface
Brain Computer Interfacekiran Patel
 
Brain Computer Interface
Brain Computer InterfaceBrain Computer Interface
Brain Computer Interface1222shyamkumar
 
BRAIN COMPUTER INTERFACE(BCI)
BRAIN COMPUTER INTERFACE(BCI)BRAIN COMPUTER INTERFACE(BCI)
BRAIN COMPUTER INTERFACE(BCI)josnapv
 
Brain computer interface
Brain computer interface Brain computer interface
Brain computer interface Abhishek Sagar
 
Brain-computer interface
Brain-computer interfaceBrain-computer interface
Brain-computer interfaceSri Neela
 
Neuralink_seminar.pptx
Neuralink_seminar.pptxNeuralink_seminar.pptx
Neuralink_seminar.pptxArushSharma52
 
BRAIN COMPUTER INTERFACE
BRAIN COMPUTER INTERFACEBRAIN COMPUTER INTERFACE
BRAIN COMPUTER INTERFACEAKANKSHA KESHARI
 
BRAIN CHIP TECHNOLOGY
BRAIN CHIP TECHNOLOGYBRAIN CHIP TECHNOLOGY
BRAIN CHIP TECHNOLOGYsathish sak
 
STUDY OF BRAIN MACHINE INTERFACE SYSTEM
STUDY OF BRAIN MACHINE INTERFACE SYSTEMSTUDY OF BRAIN MACHINE INTERFACE SYSTEM
STUDY OF BRAIN MACHINE INTERFACE SYSTEMijsrd.com
 
Brain Computer Interface ppt
Brain Computer Interface pptBrain Computer Interface ppt
Brain Computer Interface pptAman Kumar
 
Review Paper on Brain-Computer Interface and Recent Trends
Review Paper on Brain-Computer Interface and Recent TrendsReview Paper on Brain-Computer Interface and Recent Trends
Review Paper on Brain-Computer Interface and Recent TrendsEditor IJMTER
 
Brain to brain interface
Brain to brain interfaceBrain to brain interface
Brain to brain interfaceVISHAL THAKUR
 

Ähnlich wie BCI Guide: Brain-Computer Interface Technology (20)

BCI is a direct Neural Interface or Brain-Machine Interface
BCI is a direct Neural Interface or Brain-Machine InterfaceBCI is a direct Neural Interface or Brain-Machine Interface
BCI is a direct Neural Interface or Brain-Machine Interface
 
Brain computer interface
Brain computer interfaceBrain computer interface
Brain computer interface
 
Brain gate
Brain gateBrain gate
Brain gate
 
Brain computer interface
Brain computer interfaceBrain computer interface
Brain computer interface
 
Bci updated
Bci updatedBci updated
Bci updated
 
Newbci updated
Newbci updatedNewbci updated
Newbci updated
 
Brain Computer Interface
Brain Computer InterfaceBrain Computer Interface
Brain Computer Interface
 
1. Brain Computer-Interface
1. Brain Computer-Interface1. Brain Computer-Interface
1. Brain Computer-Interface
 
Brain Computer Interface
Brain Computer InterfaceBrain Computer Interface
Brain Computer Interface
 
BRAIN COMPUTER INTERFACE(BCI)
BRAIN COMPUTER INTERFACE(BCI)BRAIN COMPUTER INTERFACE(BCI)
BRAIN COMPUTER INTERFACE(BCI)
 
Brain computer interface
Brain computer interface Brain computer interface
Brain computer interface
 
Brain-computer interface
Brain-computer interfaceBrain-computer interface
Brain-computer interface
 
Neuralink_seminar.pptx
Neuralink_seminar.pptxNeuralink_seminar.pptx
Neuralink_seminar.pptx
 
BRAIN COMPUTER INTERFACE
BRAIN COMPUTER INTERFACEBRAIN COMPUTER INTERFACE
BRAIN COMPUTER INTERFACE
 
BRAIN CHIP TECHNOLOGY
BRAIN CHIP TECHNOLOGYBRAIN CHIP TECHNOLOGY
BRAIN CHIP TECHNOLOGY
 
Neurallink
Neurallink Neurallink
Neurallink
 
STUDY OF BRAIN MACHINE INTERFACE SYSTEM
STUDY OF BRAIN MACHINE INTERFACE SYSTEMSTUDY OF BRAIN MACHINE INTERFACE SYSTEM
STUDY OF BRAIN MACHINE INTERFACE SYSTEM
 
Brain Computer Interface ppt
Brain Computer Interface pptBrain Computer Interface ppt
Brain Computer Interface ppt
 
Review Paper on Brain-Computer Interface and Recent Trends
Review Paper on Brain-Computer Interface and Recent TrendsReview Paper on Brain-Computer Interface and Recent Trends
Review Paper on Brain-Computer Interface and Recent Trends
 
Brain to brain interface
Brain to brain interfaceBrain to brain interface
Brain to brain interface
 

KĂŒrzlich hochgeladen

FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhi
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | DelhiFULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhi
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhisoniya singh
 
🐬 The future of MySQL is Postgres 🐘
🐬  The future of MySQL is Postgres   🐘🐬  The future of MySQL is Postgres   🐘
🐬 The future of MySQL is Postgres 🐘RTylerCroy
 
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...Neo4j
 
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptxHampshireHUG
 
Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024The Digital Insurer
 
SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024Scott Keck-Warren
 
IAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI SolutionsIAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI SolutionsEnterprise Knowledge
 
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 3652toLead Limited
 
Salesforce Community Group Quito, Salesforce 101
Salesforce Community Group Quito, Salesforce 101Salesforce Community Group Quito, Salesforce 101
Salesforce Community Group Quito, Salesforce 101Paola De la Torre
 
A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)Gabriella Davis
 
[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdfhans926745
 
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationFrom Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationSafe Software
 
Injustice - Developers Among Us (SciFiDevCon 2024)
Injustice - Developers Among Us (SciFiDevCon 2024)Injustice - Developers Among Us (SciFiDevCon 2024)
Injustice - Developers Among Us (SciFiDevCon 2024)Allon Mureinik
 
Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...
Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...
Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...shyamraj55
 
Handwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsHandwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsMaria Levchenko
 
Maximizing Board Effectiveness 2024 Webinar.pptx
Maximizing Board Effectiveness 2024 Webinar.pptxMaximizing Board Effectiveness 2024 Webinar.pptx
Maximizing Board Effectiveness 2024 Webinar.pptxOnBoard
 
Enhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for PartnersEnhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for PartnersThousandEyes
 
08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking Men08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking MenDelhi Call girls
 
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...Miguel AraĂșjo
 
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...Igalia
 

KĂŒrzlich hochgeladen (20)

FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhi
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | DelhiFULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhi
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhi
 
🐬 The future of MySQL is Postgres 🐘
🐬  The future of MySQL is Postgres   🐘🐬  The future of MySQL is Postgres   🐘
🐬 The future of MySQL is Postgres 🐘
 
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
 
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
 
Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024
 
SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024
 
IAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI SolutionsIAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI Solutions
 
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
 
Salesforce Community Group Quito, Salesforce 101
Salesforce Community Group Quito, Salesforce 101Salesforce Community Group Quito, Salesforce 101
Salesforce Community Group Quito, Salesforce 101
 
A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)
 
[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf
 
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationFrom Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
 
Injustice - Developers Among Us (SciFiDevCon 2024)
Injustice - Developers Among Us (SciFiDevCon 2024)Injustice - Developers Among Us (SciFiDevCon 2024)
Injustice - Developers Among Us (SciFiDevCon 2024)
 
Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...
Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...
Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...
 
Handwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsHandwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed texts
 
Maximizing Board Effectiveness 2024 Webinar.pptx
Maximizing Board Effectiveness 2024 Webinar.pptxMaximizing Board Effectiveness 2024 Webinar.pptx
Maximizing Board Effectiveness 2024 Webinar.pptx
 
Enhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for PartnersEnhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for Partners
 
08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking Men08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking Men
 
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
 
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
 

BCI Guide: Brain-Computer Interface Technology

  • 1. PREPARED BY:- SAKSHI MONGIA 2808037 CSE final yr.
  • 2. TOPICS TO BE COVERED
 INTRODUCTION HISTORY BRAIN TYPES OF BCIs BCI WORKING BCI APPLICATIONS BCI PROJECTS BCI DRAWBACKS
  • 3. A Brain Computer Interface creates a direct link between the brain and a computer. It allows the computer to be controlled by the brain and in some cases can also send signals to the brain. Brain-Computer Interfacing (BCI) can be used for capturing brain signals and translating them into commands that allow humans to control (just by thinking) devices such as computers, robots, rehabilitation technology and virtual reality environments.
  • 4. In 1924 Berger was the first one who recorded an EEG from a human brain. By analyzing EEGs Berger was able to identify different waves or rhythms which are present in a brain, as the Alpha Wave (8 – 12 Hz), also known as Berger's Wave. The Advanced Research Project Agency (ARPA) of the government of the United State of America became interested in this field of research. They had the vision of increasing the performance of mental high load tasks by enhancing human abilities with artificial computer power. But their attempt failed.
  • 5. The first wireless brain-computer interface was build by Philip Kennedy and his colleagues by implanting neurotrophic cone electrodes into monkey brains. By the year 2000, Miguel Nicolelis' group implanted electrode arrays into multiple brain areas of monkeys. They built a BCI system that was capable of reproducing a monkey's movement, while reaching for food or using a joystick in real time.
  • 6.
  • 7. One of the first persons who benefit from all the years of BCI research is Matt Nagle. In 2004 an electrode array was implanted into his brain to restore functionalities he had lost due to paralysis. The system required some training but finally he was able to control the TV, check emails and do basically everything that can be achieved by using a mouse. He could also open and close a prosthetic hand.
  • 8.
  • 9. Our brain is the main reason why BCI work. Our brains are filled with neurons, individual nerve cells connected to one another by dendrites and axons. Every time we think, move or feel, our neurons are at work. Some kind of electric signals are generated by these nerves. These signals are generated by differences in electric potential carried by ions on the membrane of each neuron. Scientists can detect those signals, interpret what they mean and use them to direct a device of some kind.
  • 10. There are three ways in which BCI technology is implemented on humans. The three ways are:- INVASIVE BCI PARTIALLY INVASIVE BCI NON INVASIVE BCI
  • 11. 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. WILLIAM DOBELLE was the first scientist to use BCI in VISION SCIENCE. In VISION SCIENCE, direct brain implants have been used to treat non-congenital (acquired) blindness.
  • 12. In 1998 researchers at Emory University in Atlanta led by Philip Kennedy and Roy Bakay were first to install a brain implant in a human that produced signals of high enough quality to simulate movement. In 2005, after nine months of human trial Cyberkinetics Neurotechnology’s BrainGate chip-implant. This brainGate chip is a technology used to cure patients suffering with paralysis and locked in kind of syndrome diseases.
  • 13. Partially invasive BCIs is a milder or scaled down version of Invasive BCIs. Partially invasive BCI devices are implanted inside the skull but rest outside the brain rather than amidst the grey matter. Unlike Invasive BCIs these have low risk of formation of scar tissues in brain.
  • 14. Non-Invasive BCIs rest outside the brain and tries to capture the signals of the brain. Although the waves can still be detected it is more difficult to determine the area of the brain that created them or the actions of individual neurons. They produce poor signal resolution because the skull dampens signals, dispersing and blurring the electromagnetic waves created by the neurons. Signals recorded in this way have been used to power muscle implants and restore partial movement in an experimental volunteer.
  • 15. It uses following techniques: Neuro-Imaging Direct Neural Contact Electroencephalography (EEG) Magnetoencephalography (MEG) Functional Magnetic Resonance Imaging (FMRI) In these techniques a head cover with installed electrode is attached to the brain.
  • 16. It is the main technique used in Non-Invasive BCI. It measures the electrical activity of the brain. Due to its ease of use, cost and high temporal resolution this method is the most widely used one in BCIs nowadays. DRAWBACKS:- In practice EEGs are highly susceptible to noise. Another substantial barrier to using EEG as a brain– computer interface is the extensive training required before users can work the technology.
  • 17. MEG is a much newer and more accurate technology. Instead of measuring the electrical activity in the brain this technology records magnetic fields produced by it. The main drawbacks of this technology are its high requirements in equipment.
  • 18. This technique measures the haemodynamic response (blood flow and blood oxygenation) known as Magnetic Resonance Tomography (MRT). In contrast to the MRI which studies the brain’s structure this method studies the brain’s function. As this method requires MRI technology it needs very special equipment and thus is quite costly.
  • 19. scientists can implant electrodes directly into the gray matter of the brain itself, or on the surface of the brain, beneath the skull. The electrodes measure minute differences in the voltage between neurons. The signal is then amplified and filtered, it is then interpreted by a computer program. In the case of a sensory input BCI, the function happens in reverse. A computer converts a signal, such as one from a video camera, into the voltages necessary to trigger neurons.
  • 20.
  • 21. BCI APPLICATIONS  Medical applications BCIs provide a new and possibly only communication channel for people suffering from severe physical disabilities but having intact cognitive functions. For example these devices could help in treating (or rather overcoming) paraplegia or amyotrophia, the most widespread neuroprosthetic is the cochlear implant or bionic ear. This device can help people with impaired hearing.
  • 22. BCI APPLICATIONS Human enhancement Human enhancement describes any attempt (whether temporary or permanent) to overcome the current limitations of human cognitive and physical abilities, whether through natural or artificial means. For eg. Brainwave synchronization is the practice to entrain one's brainwaves to a desired frequency, by means of a periodic stimulus with corresponding frequency. An exocortex (speculative) is an external information processing system that augments, in a subtle and seamless fashion via a brain-computer interface, the brain's biological high-level cognitive processes.
  • 23. BERLIN BRAIN COMPUTER INTERFACE(BBCI) GRAZ BRAIN COMPUTER INTERFACE(GBCI) BRAINGATE BCI2000
  • 24. In case of Invasive BCI there is a risk of formation of scar tissue. There is a need of extensive training before user can use techniques like EEG BCI techniques still require much enhancement before they can be used by users as they are slow. Ethical implications of BCI will arise in future BCI techniques are costly. It requires a lot of money to set up the BCI environment.