Bridging the gap between human and machine minds. Post latest research, news and events in the field of BMI. Join us to stay up-to-date on the recent advances in your field. Participate in creative discussions.
Latest Activity: Oct 8
Welcome to the Brain-Machine Interfaces group!
This group is dedicated to a rapidly developing set of technologies - commonly known as brain-machine interfaces (BMI) - with a broad span of nearly-futuristic applications. Currently it allows for:
Future applications include:
How do Brain-Machine Interfaces work?
If you're interested in how current BMIs work, visit this page How Brain-computer Interfaces Work. And of course, there are lots of information on history and recent developments in BMI on Wikipedia page.
For more in-depth information, see the following list of scientific papers. I've separated them into categories. "Review papers" are general articles that describe various BMI developed by the time the article was written. Other papers describe specific approaches to BMI.
2006 | Lebedev A, Nicolelis MA | Trends in Neurosciences
Brain-machine interfaces: past, present and future
2002 | Wolpaw J, Birbaumer N, McFarland D | Clinical Neurophysiology | recommended
Brain-computer interfaces for communication and control
2002 | Donoghue JP | Nature Neuroscience
Connecting cortex to machines: recent advances in brain interfaces
2000 | Heetderks WJ, McFarland DJ, et al | IEEE Transactions on Rehabilitation Engineering
Brain-computer interface technology: a review of the first international meeting
This type of BMI (used in e.g. Intendix system) looks like an on-screen keyboard that allows you to type text by the power of thought.
2008 | U Hoffmann, JM Vesin, T Ebrahimi, et al | Journal of Neuroscience Methods
An efficient P300-based brain-computer interface for disabled subjects
2006 | EW Sellers, E Donchin | Clinical Neurophysiology
A P300-based brain-computer interface: Initial tests by ALS patients
2006 | DJ Krusienski, EW Sellers, et al | Journal of Neural Engineering
A comparison of classification techniques for the P300 speller
1988 | Farwell LA, Donchin E. | Electroencephalography and Clinical Neurophysiology
Talking off the top of your head: toward a mental prothesis utilizing event-related brain potentials.
Paper pioneering the P300 approach to BMI
2008 | Velliste M, Perel S, et al | Nature
Cortical control of a prosthetic arm for self-feeding
2006 | Hochberg L, Serruya M, et al | Nature
Neuronal ensemble control of prosthetic devices by a human with tetraplegia
2005 | EC Lalor, SP Kelly, et al | EURASIP Journal on Applied Signal Processing
Steady-state VEP-based brain-computer interface control in an immersive 3D gaming environment
2004 | Wolpaw J, McFarland D | PNAS
Control of a two-dimensional movement signal by a noninvasive brain-computer interface in humans
2003 | X Gao, D Xu, M Cheng, et al | Neural Systems and Rehabilitation Engineering, IEEE Transactions on
A BCI-based environmental controller for the motion-disabled
2003 | Carmena JM, Lebedev MA, et al. | PLoS Biology
Learning to Control a Brain–Machine Interface for Reaching and Grasping by Primates
Another good list of research papers on BMI topic can be found here
In collaboration with Frontiers in Neuroscience, we are organizing a Research Topic titled "Consciousness: from assessment to rehabilitation”, hosted by Marta Olivetti Belardinelli, Giulio Lancioni, Thomas Huenefeldt, Steven Laureys. As host editor,…Continue
Started by Marta Olivetti Belardinelli Jun 13.