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Intelligent neuroprostheses mimic natural motor control
Neuroscientists are taking inspiration from natural motor control to design new prosthetic devices that can better replace limb function. In new work, researchers have tested a range of brain-controlled devices -- from wheelchairs to robots to advanced limbs -- that work with their users to intelligently perform tasks.
These neuroprosthetic devices decode brain signals to determine the actions their users want to take, and then use advanced robotics to do the work of the spinal cord in orchestrating the movements. The use of shared control -- new to neuroprostheses -- "empowers users to perform complex tasks," says José del R. Millán, who presented the new work at the Cognitive Neuroscience Society (CNS) conference in San Francisco today.
Millán, a researcher at the Swiss Federal Institute of Technology in Lausanne, Switzerland, began his career designing autonomous robots that could learn from their own experiences. He then became interested in having these robots help disabled people in a "very natural, direct and intuitive way," he says. "And what more direct than decoding user's intention from their brain signals?"
So, Millán began working on "brain-computer interfaces" (BCIs), designing devices that use people's own brain activity to restore hand grasping and locomotion, or provide mobility via wheelchairs or telepresence robots, using people's own brain activity.
"The prostheses and robots that our BCIs control are intelligent, as they can interpret many low-level details that are not necessarily coded in the mental commands," he says. Importantly, they also work autonomously if the users do not want to change their behavior. This function mirrors how our deep brain areas, spinal cord, and musculoskeletal system work together in many routine tasks, allowing our bodies to do simple tasks while we focus our attention elsewhere.
In his and colleagues' latest work, they tested a variety of brain-controlled devices on people with motor disabilities, in some case quite severe. The participants successfully completed tasks ranging from writing to navigation at similar levels of performance as healthy control groups.
The individuals operated the devices by voluntarily and spontaneously modulating the electrical brain activity, called EEGs, to deliver commands. EEGs have the benefit that they can be recorded non-invasively through probes on the scalp, rather than requiring surgery or sophisticated machinery. "It also provides a global picture of our brain patterns, what is necessary to decode all the variety of neural correlates we want to exploit," Millán explains.
The participants needed a relatively short training period of no more than 9 sessions before being able to operate the devices. And those using telepresence robots were able to successfully navigate through environments they had never visited. Key to their success, Millán says, was the concept of shared control -- using robots' sensory capabilities to interpret the users' command in context.
The BCI processes users' intentions and decision-making mainly from the cerebral cortex . But, Millán notes that many elements of skilled movements are handled in the brainstem and spinal cord. By designing the intelligent device to control the lower-level movements in concert with the higher-level brain activity from the BCI, the neuroprostheses come closer to natural motor control. "We aim to interact with these neuroprostheses as if they were our new body, using the very same neural signals and principles that control our muscles," Millán says.
As an example of the new types of neuroprostheses, Millán points to a brain-controlled wheelchair he and colleagues designed and published a paper about last year. Its users can drive it reliably and safely over long periods of time as a result of the shared control system reducing the cognitive workload. The wheelchairs are currently in the evaluation phase, to make sure that they will work in daily life conditions for a large number of people with motor disabilities.
Two of the biggest challenges for neuroprosthetics are finding new physical interfaces in addition to EEG that can operate permanently and over long periods of time, as well as providing rich sensory feedback. "This sensory information will make users feel the neuroprosthesis and the environment, what is essential to promote user's agency and ownership of the prosthesis," Millán says.
"The third major challenge is the one at the core of cognitive neuroscience: We must decode and integrate in the prosthetic control loop information about perceptual cognitive processes of the user that are crucial for volitional interaction," he says. These processes include awareness to errors made by the device, anticipation of critical decision points, and lapses of attention.
"Future neuroprostheses -- robots and exoskeletons controlled via a BCI -- will be tightly coupled with the user in such a way that the resulting system can replace and restore impaired limb functions because it will be controlled by the same neural signals as their natural counterparts," Millán says. "This is no longer science fiction; the questions now are which are the key components to guarantee reliability and long-term operation of neuroprostheses, and when they will part of the clinical portfolio available to motor-disabled people."
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The above story is based on materials provided by Cognitive Neuroscience Society.Note: Materials may be edited for content and length.
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Cognitive Neuroscience Society. "Intelligent neuroprostheses mimic natural motor control." ScienceDaily. ScienceDaily, 30 March 2015. .
Source: http://www.sciencedaily.com/releases/2015/03/150330214314.htm
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Founded by Russian entrepreneur Dmitry Itskov in February 2011 with the participation of leading Russian specialists in the field of neural interfaces, robotics, artificial organs and systems.
The main goals of the 2045 Initiative: the creation and realization of a new strategy for the development of humanity which meets global civilization challenges; the creation of optimale conditions promoting the spiritual enlightenment of humanity; and the realization of a new futuristic reality based on 5 principles: high spirituality, high culture, high ethics, high science and high technologies.
The main science mega-project of the 2045 Initiative aims to create technologies enabling the transfer of a individual’s personality to a more advanced non-biological carrier, and extending life, including to the point of immortality. We devote particular attention to enabling the fullest possible dialogue between the world’s major spiritual traditions, science and society.
A large-scale transformation of humanity, comparable to some of the major spiritual and sci-tech revolutions in history, will require a new strategy. We believe this to be necessary to overcome existing crises, which threaten our planetary habitat and the continued existence of humanity as a species. With the 2045 Initiative, we hope to realize a new strategy for humanity's development, and in so doing, create a more productive, fulfilling, and satisfying future.
The "2045" team is working towards creating an international research center where leading scientists will be engaged in research and development in the fields of anthropomorphic robotics, living systems modeling and brain and consciousness modeling with the goal of transferring one’s individual consciousness to an artificial carrier and achieving cybernetic immortality.
An annual congress "The Global Future 2045" is organized by the Initiative to give platform for discussing mankind's evolutionary strategy based on technologies of cybernetic immortality as well as the possible impact of such technologies on global society, politics and economies of the future.
Future prospects of "2045" Initiative for society
2015-2020
The emergence and widespread use of affordable android "avatars" controlled by a "brain-computer" interface. Coupled with related technologies “avatars’ will give people a number of new features: ability to work in dangerous environments, perform rescue operations, travel in extreme situations etc.
Avatar components will be used in medicine for the rehabilitation of fully or partially disabled patients giving them prosthetic limbs or recover lost senses.
2020-2025
Creation of an autonomous life-support system for the human brain linked to a robot, ‘avatar’, will save people whose body is completely worn out or irreversibly damaged. Any patient with an intact brain will be able to return to a fully functioning bodily life. Such technologies will greatly enlarge the possibility of hybrid bio-electronic devices, thus creating a new IT revolution and will make all kinds of superimpositions of electronic and biological systems possible.
2030-2035
Creation of a computer model of the brain and human consciousness with the subsequent development of means to transfer individual consciousness onto an artificial carrier. This development will profoundly change the world, it will not only give everyone the possibility of cybernetic immortality but will also create a friendly artificial intelligence, expand human capabilities and provide opportunities for ordinary people to restore or modify their own brain multiple times. The final result at this stage can be a real revolution in the understanding of human nature that will completely change the human and technical prospects for humanity.
2045
This is the time when substance-independent minds will receive new bodies with capacities far exceeding those of ordinary humans. A new era for humanity will arrive! Changes will occur in all spheres of human activity – energy generation, transportation, politics, medicine, psychology, sciences, and so on.
Today it is hard to imagine a future when bodies consisting of nanorobots will become affordable and capable of taking any form. It is also hard to imagine body holograms featuring controlled matter. One thing is clear however: humanity, for the first time in its history, will make a fully managed evolutionary transition and eventually become a new species. Moreover, prerequisites for a large-scale expansion into outer space will be created as well.
Key elements of the project in the future
• International social movement
• social network immortal.me
• charitable foundation "Global Future 2045" (Foundation 2045)
• scientific research centre "Immortality"
• business incubator
• University of "Immortality"
• annual award for contribution to the realization of the project of "Immortality”.