1303048529 braincomputerinterfaces1-120827124014-phpapp01 (1)
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This document provides an overview of brain-computer interfaces (BCI). It begins with an introduction to BCI and defines it as a direct channel between the human brain and a computer. The document then outlines the BCI model and covers early work in the 1970s developing algorithms to reconstruct movements from motor cortex neurons. It discusses various BCI approaches, including invasive, semi-invasive, and non-invasive methods, and covers applications such as providing communication assistance to disabled individuals and enhancing computer game control. Current BCI projects are highlighted and the conclusion reiterates the potential for BCI as a therapeutic tool and avenue for human enhancement.
1303048529 braincomputerinterfaces1-120827124014-phpapp01 (1)
- 1. Brain Computer Interfaces A Seminar on 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.
- 4. BCI Model
- 5. Model
- 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.
- 7. How it works
- 10. BCI Approaches
- 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….
- 17. BrainGate
- 19. Gaming 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…
- 26. Thank You!