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David McGavock

Connectivism: A learning theory for - 0 views

    • David McGavock
       
      Learning is more active? It appears that communities networks and the like require engagement - meaning active
  • learning
  • Driscoll (2000) defines learning as “a persisting change in human performance or performance potential…[which] must come about as a result of the learner’s experience and interaction with the world” (p.11).
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  • How people work and function is altered when new tools are utilized.
    • David McGavock
       
      Central to mindamplier idea
  • The pipe is more important than the content within the pipe. Our ability to learn what we need for tomorrow is more important than what we know today.
    • David McGavock
       
      Our ability to learn - Process more than product.
  • An organizations ability to foster, nurture, and synthesize the impacts of varying views of information is critical to knowledge economy survival. Speed of “idea to implementation” is also improved in a systems view of learning.
  • Design of learning environments
    • David McGavock
       
      This is of special interest to me. Where the rubber meets the road.
  • The need to evaluate the worthiness of learning something is a meta-skill that is applied before learning itself begins.
  • These theories do not address learning that occurs outside of people (i.e. learning that is stored and manipulated by technology).
    • David McGavock
       
      While I accept that knowledge is organized and stored outside the "person". Learning is a distinctly internal process methinks. IOW - I don't get his point
  • Learning is a process that occurs within nebulous environments of shifting core elements – not entirely under the control of the individual.
    • David McGavock
       
      In the way that consciousness is an emergent property of the flow of energy within system of cells, neurons - Siemens idea of "learning" is the process through which individuals, ideas, and networks emerge (manifest). I don't know if this is what he's getting at but perhaps?
  • Capacity to know more is more critical than what is currently known
    • David McGavock
       
      Seems to me that what currently is known is equally important in that it guides us, grounds us, and forms the basis for our capacity. Wisdom or knowledge. Dichotomous.
  • Behaviorism, cognitivism, and constructivism are the three broad learning theories most often utilized in the creation of instructional environments. These theories, however, were developed in a time when learning was not impacted through technology.
  • Learning needs and theories that describe learning principles and processes, should be reflective of underlying social environments
  • The “half-life of knowledge” is the time span from when knowledge is gained to when it becomes obsolete.
  • To combat the shrinking half-life of knowledge, organizations have been forced to develop new methods of deploying instruction.”
David McGavock

How to cultivate a personal learning network | Mind Mapping Software Blog - 0 views

  • Next, I view the topical searches I have set up, looking for gold among the dross. Then finally, if time permits, I’ll view my entire Twitter feed. That’s how I get the most out of my time on Twitter.
    • David McGavock
       
      This is an important point - using Twitter strategically.
  • 5. Feed the people you follow if you come across information that you suspect would interest them.
  • As you begin to understand what motivates some of the key people you follow, you will naturally encounter nuggets of information that may be of value to them. Make the first move. Share it with them.
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  • So be proactive – share FIRST. Don’t wait for someone you’re connected with to share something with you.
  • 6. Engage the people you follow. Be polite, mindful of making demands on their attention. Put work into dialogue if they welcome it. Thank them for sharing.
  • They’re also a platform for dialogue and discussion, going beyond information exchanges into deeper levels of communication – sharing insights and experiences. Rheingold reminds us to be kind and show gratitude;
  • 7. Inquire of the people you follow, of the people who follow you. But be careful. Ask engaging questions – answers shd be useful to others
  • Being mindful of being useful to others helps to ensure that we build mutually productive and gratifying relationships in our social channels.
  • 8. Respond to inquiries made to you. Contribute to both diffuse reciprocity and quid pro quo
  • Your goal is to identify people and potential sources you can add to your personal knowledge network.
  • In a recent Twitter conversation, he laid out 8 key thoughts on how to build your own personal learning network from your social media channels. Here they are, along with my thoughts on each:
  • 1. Explore: It’s not just about knowing how to find experts, co-learners, but about exploration as invitation to serendipitous encounter.
  • 3. Follow candidates through RSS, Twitter. Ask yourself over days, weeks, whether each candidate merits continued attention
  • 2. Search – Use Diigo, delicious, listorious, to find pools of expertise in the fields that interest you.
  • You need to be open: To new people, opportunities, possibilities, to knowledge.
  • Once you’ve identified people who are posting information that appears to be relevant to your areas of intererst, follow them.
  • Analyze the quality of their social media posts. What is their point of view? Is the information they’re posting accurate? Are they focused or scattershot? What is the “signal to noise ratio” of their feed? In other words, out of everything they post, how much useful information?
  • 4. Always keep tuning your network, dropping people who don’t gain sufficiently high interest; adding new candidates
  • I follow about 900 people on Twitter. But I’ve developed a list I call “rockstars” who consistently provide the best ideas and resources in their feeds. That’s the tweetstream I visit first, because that’s where I’ll find the best stuff in the least amount of time.
David McGavock

Kim Peek, The Real Rain Man | Psychology Today - 0 views

  • Kim Peek, who lent inspiration to the fictional character Raymond Babbitt—played by Dustin Hoffman—in the movie Rain Man, was a remarkable savant.
  • He could read both pages of an open book at once, one page with one eye and the other with the other eye
  • He would retain 98 percent of the information he read.
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  • Unlike many individuals with savant syndrome, Kim Peek was not afflicted with autistic spectrum disorder. Though he was strongly introverted, he did not have difficulties with social understanding and communication.
  • The main cause of his remarkable abilities seems to have been the lack of connections between his brain's two hemispheres. An MRI scan revealed an absence of the corpus callosum, the anterior commissure and the hippocampal commissure, the parts of the neurological system that transfer information between hemispheres. In some sense Kim was a natural born split-brain patient.
  • Michael Gazzaniga and Roger W. Sperry, the first to study split brains in humans, found that several patients who had undergone a complete calloscotomy suffered from split-brain syndrome.
  • the left hemisphere gives orders that reflect the person’s rational goal, whereas the right hemisphere issues conflicting demands that reveal hidden preferences.
  • Despite his brilliant mind, his IQ was 87, significantly below normal. It was also difficult for him to follow directions of certain kinds.
  • Kim Peek may have developed additional subcortical connections for information transfer.
  • Peek's ability to retain large amounts of information may have had something to do with another condition he was afflicted with called macrocephaly. This brain abnormality consists in an excessively large head and a correspondingly huge brain.
  • As a baby the real rain man was diagnosed with mental retardation and the physicians told his parents that he never would be able to read or talk.
  • Despite the recommendation, Kim’s parents chose to raise him at home.
David McGavock

Astonishing - Sagarika Bhatta - 0 views

    • David McGavock
       
      As Sagarika Bhatta said in the hangout, this is a response to the effects of climate change rather than a response to decrease CO2 emissions. The traditional practices have an important role to play in the protection of agriculture in Nepal. The traditional practices are a protective factor for sustainability.
  • share urgency
  • expose and publicize
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  • critical mass who understands the urgency
  • exploration, discussion, documentation and promotion of the knowledge
    • David McGavock
       
      Find out what practices have sustained agriculture in the 3 climates within Nepal. Document it and disseminate it to the people and outside public.
  • Global movement
  • esearch and promotion of Knowledge that helps to combat climate change
  • helps in adaptation to climate change
  • indigenous Knowledge
  • plight of citizen
    • David McGavock
       
      This is another story: how do impacts and inappropriate technologies impact the local people.
  • documentation through research
  • community-based adaptation (CBA) to climate change
    • David McGavock
       
      CBA - community based adaptation to climate chage
  • possibilities of rain water harvesting and other means of water storage
  • watershed degradation, urbanization, growing population are the major factor for water crisis here
  • making it part of national development policy
  • Nepal is vulnerable to rising global temperatures and has already been dealing with the impact of erratic rainfall, frequent droughts and floods, which have been affecting food security
    • David McGavock
       
      Problem Statement for Nepal.
  • experiment with a bottom-up approach using Local Adaptation Plans of Action, or LAPAs, in 10 districts across the country in 2010
    • David McGavock
       
      what has been tried.
  • ultimately question the status of food security
    • David McGavock
       
      The bottom line problem is that these impacts - problems above will threaten the security of the people of Nepal - food/shelter/quality of life..
  • promote the Indigenous Traditional knowledge (ITK) as Community Based Adaptation techniques that has been practiced by different indigenous community in Nepal in agriculture
    • David McGavock
       
      This is the goal. Promote traditional knowledge in support of the people of Nepal - their agriculture, livelihood and social welfare.
  •  
    This is a good summary of the goals of the work of Sagarika Bhatta in support of Nepali agriculture. It describe the idea of community based adaptation (CBA) to climate change and the Indigenous traditional knowledge (ITK).
  •  
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David McGavock

HOW CULTURE DROVE HUMAN EVOLUTION | Edge.org - 0 views

  • how culture drove human evolution
  • cultural brain hypothesis—this is the idea that the real driver in the expansion of human brains was this growing cumulative body of cultural information, so that what our brains increasingly got good at was the ability to acquire information, store, process and retransmit this non genetic body of information.
  • but tools and artifacts (the kinds of things that one finds useful to throw or finds useful to manipulate) are themselves products of cultural evolution.
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  • or a long time was that status in humans was just a kind of human version of this dominant status
  • Chimps, other primates, have dominant status.
  • social status
  • second kind of status. We call this status prestige.
  • from being particularly knowledgeable or skilled in an area,
  • From this we've argued that humans have two separate kinds of status, dominance and prestige
  • give them deference in exchange for knowledge that you get back
  • you want to isolate the members of your group who are most likely to have a lot of this resources, meaning a lot of the knowledge or information that could be useful to you in the future
  • some of the big questions are, exactly when did this body of cumulative cultural evolution get started?
  • may have started early
  • another possibility is that it emerged about 800,000 years ago.
  • here's theoretical models that show that culture, our ability to learn from others, is an adaptation to fluctuating environments.
  • Another signature of cultural learning is regional differentiation and material culture, and you see that by about 400,000 years ago
  • 400,000 years ago
  • there's another possibility that it was a different kind of ape that we don't have in the modern world: a communal breeding ape that lives in family units rather than the kind of fission fusion you might see in chimpanzees
  • In the Pliocene, we see lots of different kinds of apes in terms of different species of Australopithecus.
  • we now have evidence to suggest that humans were communal breeders, so that we lived in family groups maybe somewhat similar to the way gorillas live in family groups, and that this is a much better environment for the evolution of capacities for culture than typical in the chimpanzee model
  • for cultural learning to really take off, you need more than one model.
  • trying out different technique
  • take advantage of the variation
  • the question is, how did we become such long distance runners?
  • only humans have it
  • humans who don't know how to track animals, can't run them down
  • idea being that the religions of modern societies are quite different than the religions we see in hunter gatherers and small scale societies
  • Most recently I've been also thinking about the evolution of societal complexity.
  • when societies begin to get big and complex
  • large-scale cooperation
  • What are the causal processes that bring these things about?
  • There's an interaction between genes and culture. First you have to get the culturally transmitted knowledge about animal behavior and tracking and spore knowledge and the ability to identify individuals, which is something you need to practice, and only after that can you begin to take advantage of long distance running techniques
  • I've worked in a couple of different areas on this, and one is religion.
  • there was an intense period that continues today of intergroup competition, which favors groups who have social norms and institutions that can more effectively expand the group while maintaining internal harmony
  • they've been shaped in ways that galvanize cooperation in larger groups
  • In small-scale hunter-gatherer religions, the gods are typically whimsical. They're amoral.
  • but as we begin to move to the religions in more complex societies, we find that the gods are increasingly moralizing.
  • if you remind believers of their god, believers cheat less, and they're more pro social or fair in exchange tasks,
  • more pro social in are the ones with anonymous others, or strangers. These are the kinds of things you need to make a market run to have a successful division of labor
  • ritual plays a role in this
  • rituals seem to be sets of practices engineered by cultural evolution to be effective at transmitting belief and transmitting faith
  • elevate the degree of belief in the high-moralizing gods
  • high-moralizing gods will often require rituals of this kind
  • Speaking in unison, large congregations saying the same thing, this all taps our capacity for conformist transmission;
  • People also engage in what we call credibility-enhancing displays [during rituals]. These are costly things. It might be an animal sacrifice or the giving of a large sum of money or some kind of painful initiation rite
  • We think religions are just one element, one way in which culture has figured out ways to expand the sphere of cooperation and allow markets to form and people to exchange and to maintain the substantial division of labor.
  • There's a lot of risk in developing specialization because you have to be confident that there's a market there that you can engage with. Whereas if you're a generalist and you do a little bit of farming, a little bit of manufacturing, then you're much less reliant on the market. Markets require a great deal of trust
  • In the intellectual tradition that I'm building on, culture is information stored in people's heads that gets there by some kind of social learning
  • We tend to think of cultural transmission, or at least many people think of cultural transmission as relying on language
  • , it's quite clear that there is a ton of cultural transmission that is just strictly by observational learning.
  • what we don't see amongst other animals is cumulative cultural evolution.
  • you can learn one thing from one generation, and that begins to accumulate in subsequent generations.
  • One possible exception to that is bird song.
  • One of the interesting lines of research that's come out of this recognition is the importance of population size and the interconnectedness for technology.
  • looking at a case study in Tasmania.
  • You start out with two genetically well-intermixed peoples. Tasmania's actually connected to mainland Australia so it's just a peninsula. Then about 10,000 years ago, the environment changes, it gets warmer and the Bass Strait floods, so this cuts off Tasmania from the rest of Australia, and it's at that point that they begin to have this technological downturn
  • You can show that this is the kind of thing you'd expect if societies are like brains in the sense that they store information as a group and that when someone learns, they're learning from the most successful member
  • study by Rob Boyd and Michelle Kline
  • larger islands had much bigger and more complex fishing technologies, and you can even show an effective contact. Some of the islands were in more or less contact with each other,
  • more in contact, you have fancier tools, and that seems to hold up.
  • rates of innovation should continue to increase, especially with the emergence of communication technologies
  • As an individual inventor or company, you're best off if everybody else shares their ideas but you don't share your ideas because then you get to keep your good ideas, and nobody else gets exposed to them, and you get to use their good ideas, so you get to do more recombination.
  • An important thing to remember is that there's always an incentive to hide your information.
  • Embedded in this whole information-sharing thing is a constant cooperative dilemma in which individuals have to be willing to share for the good of the group.
  • a norm of information sharing is a really good norm to have
  • I've done a lot of work on marriage systems with the evolution of monogamy.
  • Eighty-five percent of human societies have allowed men to have more than one wife
  • pushes us towards polygyny
  • But in the modern world, of course, monogamy is normative, and people who have too many wives are thought poorly of by the larger society. The question is, how did this ever get in place?
  • European Marriage Pattern,
  • Athens legislates the first rules about monogamous marriage
  • people are ready to moralize it,
  • it does seem to have societal level benefits. It reduces male-male competition. We think there's evidence to say it reduces crime, reduces substance abuse, and it also engages males in ways that cause them to discount the future less and engage in productive activities rather than taking a lot of risks
  • If I talk about normative monogamy as being successful, I mean that it spread,
  • especially if you have a society with widely varying amounts of wealth, especially among males. Then you're going to have a situation that would normally promote high levels of polygyny
  • to get into the mating and marriage market you would have to have a high level of wealth if we were to let nature take it's course
  • Part of my program of research is to convince people that they should stop distinguishing cultural and biological evolution as separate in that way. We want to think of it all as biological evolution. 
  • Culture is part of our biology.
  • We now have the neuroscience to say that culture's in our brain, so if you compare people from different societies, they have different brains.
  • Cognition and our ability to think are all interwoven,
  • A good example of this is the placebos. Placebos are something that depend on your cultural beliefs. If you believe that something will work, then when you take it, like you take an aspirin or you take a placebo for an aspirin, it initiates the same pathways as the chemically active substance. Placebos are chemically inert but biologically active, and it's completely dependent on your cultural beliefs.
  • One of the large research projects that I run in an effort to understand human sociality is called The Root of Human Sociality Project.
  • at the time to something called the Ultimatum Game, and the Ultimatum Game seemed to provide evidence that humans were innately inclined to punish unfairness.
  • behavioral economists find that students give about half, sometimes a little bit less than half, and people are inclined to reject offers below about 30 percent
  • The older you get, even if you have more wealth and more income, you're especially inclined to only offer half, and you'll reject offers below 40 percent.
  • I was thinking that the Machiguenga would be a good test of this
  • I did it in 1995 and 1996 there, and what I found amongst the Machiguenga was that they were completely unwilling to reject, and they thought it was silly. Why would anyone ever reject?
  • they made low offers, the modal offer was 15 percent instead of 50, and the mean comes out to be about 25 percent.
  • over the next two summers these field anthropologists went to the field and conducted the ultimatum game as well as a few other games
  • we found is that societies vary dramatically, from societies that would never reject, to societies that would even reject offers above 50 percent, and we found that mean offers ranged across societies from about 25 percent to even over 50 percent. We had some of what we called hyper fair societies. The highest was 57 percent in Lamalera, Indonesia.
  • able to explain a lot of the variation in these offers with two variables. One was the degree of market integration.
  • there seemed to be other institutions, institutions of cooperative hunting seemed to influence offers.
  • measured market integration much more carefully
  • subsequent project
  • large number of other variables, including wealth, income, education, community size, and also religion.
  • did the Ultimatum Game along with two other experiments. The two other experiments were the Dictator Game (the Dictator Game is like the Ultimatum Game except the second player doesn't have the option to reject) and the Third Party Punishment Game.
  • Third Party Punishment Game, there are three players and the first two players play a Dictator Game.
  • This gives us two different measures of willingness to punish strangers
  • one is rejection in the Ultimatum Game
  • three measures of fairness
  • size of the community predicts willingness to punish
  • suggesting that if you have small communities, you don't need punishment.
  • It could be some kind of reputational mechanism
  • There's a number of different ways to create norm systems that operate like that.
  • In a big society punishment can be most effective because reputational mechanisms can be weak. If you're in a big society and you encounter somebody, you probably don't have friends in common through which you could pass reputational information for which punishment could be generated. You might want to punish them right on the spot or someone who observes the interaction might want to punish them right on the spot or call the authorities or whatever, which is also costly.
  • This creates a puzzle because typically people think of small-scale kinds of societies, where you study hunter-gatherers and horticultural scattered across the globe (ranging from New Guinea to Siberia to Africa) as being very pro social and cooperative.
  • but the thing is those are based on local norms for cooperation with kin and local interactions in certain kinds of circumstances
  • these norms don't extend beyond food sharing. They certainly don't extend to ephemeral or strangers
  • large-scale society run you have to shift from investing in your local kin groups and your enduring relationships to being willing to pay to be fair to a stranger.
  • if you're going to be fair to a stranger, then you're taking money away from your family.
  • A commitment to something like anti-nepotism norms is something that runs against our evolutionary inclinations and our inclinations to help kin
  • In this sense, the norms of modern societies that make modern societies run now are at odds with at least some of our evolved instincts.
  • Lately we've been focused on the effects of religion
  • adherence to a world religion matters
  • People from world religions were willing to give more to the other person in the experiment, the anonymous stranger
  • Part of this is your willingness to acquire a norm of impartial roles; that we have a set of rules that governs this system.
  • political scientists call it the rule of law
  • those rules apply independently of the identities
  • If you want the rule of law to spread or to be maintained, you need conditions in which you're managing risk.
  •  
    [JOSEPH HENRICH:] The main questions I've been asking myself over the last couple years are broadly about how culture drove human evolution. Think back to when humans first got the capacity for cumulative cultural evolution-and by this I mean the ability for ideas to accumulate over generations, to get an increasingly complex tool starting from something simple. One generation adds a few things to it, the next generation adds a few more things, and the next generation, until it's so complex that no one in the first generation could have invented it.
Charles van der Haegen

YouTube - Jonathan Zittrain - Civic Technologies and the Future of the Internet - 1 views

  •  
    Harvard law professor and author Jonathan Zittrain discusses the unusual and distinctive technologies whose power increases in proportion to the people participating in them, contrasted with other technologies that leverage what the few can impose on the many -- whether a PC virus maker who crashes millions of machines or a law enforcement officer who can use new consumer platforms to spy far easier than before. Filmed at Singularity University, part of the November 2009 Executive Program.
  •  
    civic technologies - an interesting concept developed by the author of The Future of Intyernet Jonathan Zittrain for Singularity University
Charles van der Haegen

Marco Verweij Trust and social capital in Cutural Theory ( and social media) - 0 views

  •  
    I have already introduced Cultural Theory in the SMC MindAmp. I called it Theory of Sodcio-Culural Viability. Here's an indication of its reach: Why do well-intended attempts to alleviate pressing social ills too often derail? How can effective and efficient and broadly acceptable solutions to social problems be found? By making sure no voices are excluded. Contrary to the ideas on which current social thinking is based, new research has lead to new theory explaining social systems, showing how deliberative quality is key to sustainable policy-making and implementation. It shows that endlessly changing and complex social worlds consist of ceaseless interactions between four mutually opposed organizing, justifying and perceiving social relations. Each time one of these perspectives is excluded from collective decision-making, governance failure inevitably results. Successful solutions are therefore creative combinations of four opposing ways of organizing and thinking. They always seem clumsy compared to any of the 4 voices' elegant solutions. Yet being broadly acceptable to all they are sustainable and implementable A new way to look at pluralism in organizations, institutions, policy-making, democracy, technology, geo-politics and many other social fields is offered to us by multidisciplinary research and practice by leading political scientists, anthropologists, economists, lawyers, sociologists, geographers, engineers, policy-makers, and other leaders in society. Trust and Social capital are key ingredients for learning and for social media to strive. Here's what the author says: In this article, I trace the contributions that the cultural theory developed by Mary Douglas, Michael Thompson, Aaron Wildavsky and others can make to the debate on social capital. First, I sketch the various revisions of Putnam's social capital-thesis that have been proposed since the publication of Making Democracy Work. I note that these revisions are illuminating in and of th
David McGavock

Power Law of Participation - Ross Mayfield's Weblog - 0 views

  • As we engage with the web, we leave behind breadcrumbs of attention. 
  • But reading alone isn't enough to fulfill our innate desire to remix our media, consumption is active for consumers turned users.
  • Del.icio.us taps both personal and social incentives for participation through the low threshold activity of tagging.
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  • Commenting requires such identity for sake of spam these days and is an under-developed area.
  • Subscribing requires a commitement of sustained attention which greatly surpasses reading alone.
  • Sharing is the principal activity in these communities, but much of it occurs out of band (email still lives). 
  • We Network not only to connect, but leverage the social network as a filter to fend off information overload. 
  • Some of us Write, as in blog, and some of us even have conversations.
  • To Refactor, Collaborate, Moderate and Lead requires a different level of engagement -- which makes up the core of a community.
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    "Social software brings groups together to discover and create value. The problem is, users only have so much time for social software. The vast majority of users with not have a high level of engagement with a given group, and most tend to be free riders upon community value. But patterns have emerged where low threshold participation amounts to collective intelligence and high engagement provides a different form of collaborative intelligence. To illustrate this, lets explore the Power Law of Participation:"
Charles van der Haegen

When Did We Become Mentally Modern? : NPR - 0 views

  •  
    "Ever since Darwin came up with the whole idea of evolution, there's been one dominant picture of the moment we truly became human. It's that cartoon sequence: You see a hairy ape man with a heavy brow hunched in profile. Then, bit by bit, his back uncurls and straightens until all of a sudden there is he, upright, truly a man. Recently I've been thinking about this image, because I've decided that we somehow ended up with the wrong one - that there's something much more fundamental to being human than our ability to stand upright."
David McGavock

New Device Allows Brain to Bypass Spinal Cord, Move Paralyzed Limbs - ScienceNewsline - 0 views

  • For the first time ever, a paralyzed man can move his fingers and hand with his own thoughts thanks to an innovative partnership between The Ohio State University Wexner Medical Center and Battelle.
  • “It’s much like a heart bypass, but instead of bypassing blood, we’re actually bypassing electrical signals,” said Chad Bouton, research leader at Battelle. “We’re taking those signals from the brain, going around the injury, and actually going directly to the muscles.”
    • David McGavock
       
      Like bypass
  • Ian’s brain signals bypass his injured spinal cord and move his hand, hence the name Neurobridge.
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  • During a three-hour surgery on April 22, Rezai implanted a chip smaller than a pea onto the motor cortex of Burkhart’s brain. The tiny chip interprets brain signals and sends them to a computer, which recodes and sends them to the high-definition electrode stimulation sleeve that stimulates the proper muscles to execute his desired movements. Within a tenth of a second, Burkhart’s thoughts are translated into action.
  • Battelle also developed a non-invasive neurostimulation technology in the form of a wearable sleeve that allows for precise activation of small muscle segments in the arm to enable individual finger movement, along with software that forms a ‘virtual spinal cord’ to allow for coordination of dynamic hand and wrist movements.
  • As part of the study, Burkhart worked for months using the electrode sleeve to stimulate his forearm to rebuild his atrophied muscles so they would be more responsive to the electric stimulation.
  •  
    Example of innovation in technology and biology
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