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Brain Computer Interface PPT
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1. BRAIN COMPUTER INTERFACE
2. Brain Computer Interface from fiction to reality ...
3. In the futuristic vision of the Wachowski brothers’ movie trilogy “The Matrix”, humans dive into a virtual world by
connecting their brains directly to a computer……
MOVIE FICTION:THE MATRIX
General Principle Background Component
Simplified model of BCI Training of BCI system Current BCI approaches
EEG Based BCI
Brain controlled robots
Present Development and Future
BCI for Healthy Users
Computational Challenges Future Expansion
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.
6. GENERAL PRINCIPLE
(a) In healthy subjects,primary motor area sends movement commands to muscles via spinal cord.
(b) In paralyzed people this pathway is interrupted.
(c) Computer based decoder translates this activity into commands for muscle control.
Signals from an array of neurons read.
Cerebral electric activity recorded.
Signals are amplified.
Transmitted to computer Transformed to device control commands.
Using computer chips and programs.
Signals translated into action.
9. BASIC COMPONENTS
The implant device, or chronic multi- electrode array
The signal recording
and processing section
An external device the subject uses to produce & control motion
A feedback section to the subject
10. Implant Device
Placed on the scalp
Provide the electrical contact between the skin and the EEG recording apparatus
AN ARRAY OF MICROELECTRODES
BLOCK DIAGRAM OF THE NEUROTROPHIC ELECTRODES FOR IMPLANTATION IN HUMAN PATIENTS
11. Signal Processing Section
Multichannel Acquisition Systems Spike Detection
12. SIMPLIFIED MODEL OFTHE BCI SYSTEM
13. BLOCK DIAGRAM FOR LEARNING MODE
TRAINING OF BCI SYSTEM
Two different approaches:
BLOCK DIAGRAM FOR LEARNING MODE
14. CURRENT BCI APPROACHES BCI APPROACHES INVASIVE NON- INVASIVE INVASIVE SEMI
15. EEG Based BCI Electroencephalography
( EEG ) is a method used in measuring the electrical activity of the brain.
The basic frequency of the Band Frequency[Hz] Delta 0.5-4 Theta 4-8 Alpha 8-13 Beta 13-22 Gamma 22-30 EEG range is classified into five bands for purposes of EEG analysis called brain rhythms.
The alpha rhythm is one of the principal components of the EEG and is an indicator of the state of alertness of the brain.
16. Development of BCI
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 neurotrophiccone 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 monkey movements in robotic arms.
Brain controlled Robot ‘BRAINGATE’ BCI ATR and HONDA’s new BCI BCI2000
17. BCI for Tetraplegics
6- channel EEG BCI used. Sensory & motor cortices activated during attempts. Control scheme sends movement intention to Prosthetic Controller. Prosthetic returns force sensory information to Controller.
Feedback processed and grip is adjusted.
18. BRAIN CONTROLLED ROBOTS
Robot hand mimics subject’s finger movements. Signals extracted and decoded by computer program.
Transferred to hand shaped robot. To simulate original movement performed. Robot executes commands using onboard sensor readings.
19. ‘BRAINGATE’ BCI The‘Braingate’ device can provide motor-impaired patients a mode of communication through the translation of thought into direct computer control.
20. FEATURES OF BRAINGATE BCI
Neural Interface Device.
Consists of signal sensor and external processors.
Converts neural signals to output signals.
Sensor consists of tiny chip with electrode sensors.
Chip implanted on brain surface. Cable connects sensor to external signal processor.
Create communication o/p using decoding software.
21. ATR & HONDA DEVELOP NEW BCI
BCI for manipulating
robots using brain signals. Enables decoding natural brain activity.
MRI based neural decoding. No invasive incision of head and Brain.
By tracking haemodynamic responses in brain. Accuracy of 85%
BCI 2000 is an open-source,general- purpose system for BCI research.
It can also be used for data acquisition, stimulus presentation,and brain monitoring applications.
During operation, BCI 2000 stores data in a common format ( BCI 2000 native or GDF).
BCI 2000 also includes several tools for data import or conversion and export facilities intoASCII.
BCI 2000 also facilitates interactions with other software.
23. BCI APPLICATIONS
Medical applications(restoration of a communication channel for patients with locked- in syndrome and the control of neuroprostheses in patients affected by spinal cord injuries ) Military applications
Counter terrorism(10 times faster image search) multimedia and virtual reality applications
24. BCI FOR HEALTHY USERS
Ease of use in hardware. Ease of use in software. Otherwise unavailable information.
Improved training or performance.
Confidentiality. Speed. Novelty.
EEGs measure tiny voltage potentials.The signal is weak and prone to interference. Each neuron is constantly sending and receiving signals through a complex web of connections.There are chemical processes involved as well,which EEGs can't pick up on.
The equipment heavy(~10 lbs.) & hence not portable.
26. COMPUTATIONAL CHALLENGES AND FUTURE IMPLEMENTATIONS
Minimally invasive surgical methods. Next generation Neuroprosthesis. Vision prosthesis.
BCI for totally paralyzed. Minimal number of calibration trials. Development of telemetry chip to collect data without external cables.
A potential therapeutic tool.
BCI System is nominated for the European ICT Grand Prize.
Potentially high impact technology.
28. REFERENCES www.howstuffworks.com www.techalone.com www.brainlab.org Brain- computer – interface # Invasive-BCIs. Berlin Brain- Computer Interface Brain Computer Interface,www.wikipedia.org http://en.wikipedia.org/wiki/ www.betterhumans.com
29. Thank you
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