Tag Archives: electroencephalography (EEG)

Compact and affordable brain-computer interface (BCI)

This device could help people with disabilities to regain control of their limbs or provide advance warnings of seizures to people with epilepsy and it’s all based on technology that is a century old.

A January 19, 2022 Skolkovo Institute of Science and Technology (Skoltech) press release (also on EurekAlert) provides details about the device (Note: A link has been removed),

Scientists from Skoltech, South Ural State University, and elsewhere have developed a device for recording brain activity that is more compact and affordable than the solutions currently on the market. With its high signal quality and customizable configuration, the device could help people with restricted mobility regain control of their limbs or provide advance warnings of an impending seizure to patients with epilepsy. The article presenting the device and testing results came out in Experimental Brain Research.

Researchers and medics, as well as engineers working on futuristic gadgets, need tools that measure brain activity. Among their scientific applications are research on sleep, decision-making, memory, and attention. In a clinical setting, these tools allow doctors to assess the extent of damage to an injured brain and monitor coma patients. Further down cyberpunk lane, brain signals can be translated into commands and sent to an external or implanted device, either to make up for lost functions in the body or for plain fun. The commands could range from moving the arm of an exoskeleton worn by a paralyzed person to turning on the TV.

Invented about a century ago, electroencephalographers are devices that read the electrical activity of the brain via small electrodes placed on the scalp. The recorded signals are then used for research, diagnostics, or gadgetry. The problem with the existing systems used in labs and hospitals is they are bulky and/or expensive. And even then, the number of electrodes is limited, resulting in moderate signal quality. Amateur devices tend to be more affordable, but with even poorer sensitivity.

To fill that gap, researchers from South Ural State University, North Carolina State University, and Brainflow — led by electronic research engineer Ildar Rakhmatulin and Skoltech neuroscientist Professor Mikhail Lebedev — created a device you can build for just $350, compared with the $1,000 or more you would need for currently available analogs. Besides being less expensive, the new electroencephalographer has as many as 24 electrodes or more. Importantly, it also provides research-grade signal quality. At half a centimeter in diameter (about 1/5 inches), the processing unit is compact enough to be worn throughout the day or during the night. The entire device weighs about 150 grams (about 5 ounces).

The researchers have made the instructions for building the device and the accompanying documentation and software openly available on GitHub. The team hopes this will attract more enthusiasts involved in brain-computer interface development, giving an impetus to support and rehabilitation system development, cognitive research, and pushing the geek community to come up with new futuristic gizmos.

“The more convenient and affordable such devices become, the more chances there are this would drive the home lab movement, with some of the research on brain-computer interfaces migrating from large science centers to small-scale amateur projects,” Lebedev said.

“Or we could see people with limited mobility using do-it-yourself interfaces to train, say, a smartphone-based system that would electrically stimulate a biceps to flex the arm at the elbow,” the researcher went on. “That works on someone who has lost control over their arm due to spinal cord trauma or a stroke, where the commands are still generated in the brain — they just don’t reach the limb, and that’s where our little brain-computer interfacing comes in.”

According to the team, such interfaces could also help patients with epilepsy by detecting tell-tale brain activity patterns that indicate when a seizure is imminent, so they can prepare by lying down comfortably in a safe space or attempting to suppress the seizure via electrical stimulation.

Here’s a link to and a citation for the paper,

Low-cost brain computer interface for everyday use by Ildar Rakhmatulin, Andrey Parfenov, Zachary Traylor, Chang S. Nam & Mikhail Lebedev. Experimental Brain Research volume 239,Issue Date: December 2021, pages 3573–3583 (2021) DOI: https://doi.org/10.1007/s00221-021-06231-4 Published online: 29 September 2021

This paper is behind a paywall.

You can find Brainflow here and this description on its homepage: “BrainFlow is a library intended to obtain, parse and analyze EEG, EMG, ECG and other kinds of data from biosensors.”

Your cyborg future (brain-computer interface) is closer than you think

Researchers at the Imperial College London (ICL) are warning that brain-computer interfaces (BCIs) may pose a number of quandaries. (At the end of this post, I have a little look into some of the BCI ethical issues previously explored on this blog.)

Here’s more from a July 20, 2021American Institute of Physics (AIP) news release (also on EurekAlert),

Surpassing the biological limitations of the brain and using one’s mind to interact with and control external electronic devices may sound like the distant cyborg future, but it could come sooner than we think.

Researchers from Imperial College London conducted a review of modern commercial brain-computer interface (BCI) devices, and they discuss the primary technological limitations and humanitarian concerns of these devices in APL Bioengineering, from AIP Publishing.

The most promising method to achieve real-world BCI applications is through electroencephalography (EEG), a method of monitoring the brain noninvasively through its electrical activity. EEG-based BCIs, or eBCIs, will require a number of technological advances prior to widespread use, but more importantly, they will raise a variety of social, ethical, and legal concerns.

Though it is difficult to understand exactly what a user experiences when operating an external device with an eBCI, a few things are certain. For one, eBCIs can communicate both ways. This allows a person to control electronics, which is particularly useful for medical patients that need help controlling wheelchairs, for example, but also potentially changes the way the brain functions.

“For some of these patients, these devices become such an integrated part of themselves that they refuse to have them removed at the end of the clinical trial,” said Rylie Green, one of the authors. “It has become increasingly evident that neurotechnologies have the potential to profoundly shape our own human experience and sense of self.”

Aside from these potentially bleak mental and physiological side effects, intellectual property concerns are also an issue and may allow private companies that develop eBCI technologies to own users’ neural data.

“This is particularly worrisome, since neural data is often considered to be the most intimate and private information that could be associated with any given user,” said Roberto Portillo-Lara, another author. “This is mainly because, apart from its diagnostic value, EEG data could be used to infer emotional and cognitive states, which would provide unparalleled insight into user intentions, preferences, and emotions.”

As the availability of these platforms increases past medical treatment, disparities in access to these technologies may exacerbate existing social inequalities. For example, eBCIs can be used for cognitive enhancement and cause extreme imbalances in academic or professional successes and educational advancements.

“This bleak panorama brings forth an interesting dilemma about the role of policymakers in BCI commercialization,” Green said. “Should regulatory bodies intervene to prevent misuse and unequal access to neurotech? Should society follow instead the path taken by previous innovations, such as the internet or the smartphone, which originally targeted niche markets but are now commercialized on a global scale?”

She calls on global policymakers, neuroscientists, manufacturers, and potential users of these technologies to begin having these conversations early and collaborate to produce answers to these difficult moral questions.

“Despite the potential risks, the ability to integrate the sophistication of the human mind with the capabilities of modern technology constitutes an unprecedented scientific achievement, which is beginning to challenge our own preconceptions of what it is to be human,” [emphasis mine] Green said.

Caption: A schematic demonstrates the steps required for eBCI operation. EEG sensors acquire electrical signals from the brain, which are processed and outputted to control external devices. Credit: Portillo-Lara et al.

Here’s a link to and a citation for the paper,

Mind the gap: State-of-the-art technologies and applications for EEG-based brain-computer interfaces by Roberto Portillo-Lara, Bogachan Tahirbegi, Christopher A.R. Chapman, Josef A. Goding, and Rylie A. Green. APL Bioengineering, Volume 5, Issue 3, , 031507 (2021) DOI: https://doi.org/10.1063/5.0047237 Published Online: 20 July 2021

This paper appears to be open access.

Back on September 17, 2020 I published a post about a brain implant and included some material I’d dug up on ethics and brain-computer interfaces and was most struck by one of the stories. Here’s the excerpt (which can be found under the “Brain-computer interfaces, symbiosis, and ethical issues” subhead): … From a July 24, 2019 article by Liam Drew for Nature Outlook: The brain,

“It becomes part of you,” Patient 6 said, describing the technology that enabled her, after 45 years of severe epilepsy, to halt her disabling seizures. Electrodes had been implanted on the surface of her brain that would send a signal to a hand-held device when they detected signs of impending epileptic activity. On hearing a warning from the device, Patient 6 knew to take a dose of medication to halt the coming seizure.

“You grow gradually into it and get used to it, so it then becomes a part of every day,” she told Frederic Gilbert, an ethicist who studies brain–computer interfaces (BCIs) at the University of Tasmania in Hobart, Australia. “It became me,” she said. [emphasis mine]

Gilbert was interviewing six people who had participated in the first clinical trial of a predictive BCI to help understand how living with a computer that monitors brain activity directly affects individuals psychologically1. Patient 6’s experience was extreme: Gilbert describes her relationship with her BCI as a “radical symbiosis”.

This is from another part of the September 17, 2020 posting,

… He [Gilbert] is now preparing a follow-up report on Patient 6. The company that implanted the device in her brain to help free her from seizures went bankrupt. The device had to be removed.

… Patient 6 cried as she told Gilbert about losing the device. … “I lost myself,” she said.

“It was more than a device,” Gilbert says. “The company owned the existence of this new person.”

It wasn’t my first thought when the topic of ethics and BCIs came up but as Gilbert’s research highlights: what happens if the company that made your implant and monitors it goes bankrupt?

If you have the time, do take a look at the entire entry under the “Brain-computer interfaces, symbiosis, and ethical issues” subhead of the September 17, 2020 posting or read the July 24, 2019 article by Liam Drew.

Should you have a problem finding the July 20, 2021 American Institute of Physics news release at either of the two links I have previously supplied, there’s a July 20, 2021 copy at SciTechDaily.com

Prosthetic pain

“Feeling no pain” can be a euphemism for being drunk. However, there are some people for whom it’s not a euphemism and they literally feel no pain for one reason or another. One group of people who feel no pain are amputees and a researcher at Johns Hopkins University (Maryland, US) has found a way so they can feel pain again.

A June 20, 2018 news item on ScienceDaily provides an introduction to the research and to the reason for it,

Amputees often experience the sensation of a “phantom limb” — a feeling that a missing body part is still there.

That sensory illusion is closer to becoming a reality thanks to a team of engineers at the Johns Hopkins University that has created an electronic skin. When layered on top of prosthetic hands, this e-dermis brings back a real sense of touch through the fingertips.

“After many years, I felt my hand, as if a hollow shell got filled with life again,” says the anonymous amputee who served as the team’s principal volunteer tester.

Made of fabric and rubber laced with sensors to mimic nerve endings, e-dermis recreates a sense of touch as well as pain by sensing stimuli and relaying the impulses back to the peripheral nerves.

A June 20, 2018 Johns Hopkins University news release (also on EurekAlert), which originated the news item, explores the research in more depth,

“We’ve made a sensor that goes over the fingertips of a prosthetic hand and acts like your own skin would,” says Luke Osborn, a graduate student in biomedical engineering. “It’s inspired by what is happening in human biology, with receptors for both touch and pain.

“This is interesting and new,” Osborn said, “because now we can have a prosthetic hand that is already on the market and fit it with an e-dermis that can tell the wearer whether he or she is picking up something that is round or whether it has sharp points.”

The work – published June 20 in the journal Science Robotics – shows it is possible to restore a range of natural, touch-based feelings to amputees who use prosthetic limbs. The ability to detect pain could be useful, for instance, not only in prosthetic hands but also in lower limb prostheses, alerting the user to potential damage to the device.

Human skin contains a complex network of receptors that relay a variety of sensations to the brain. This network provided a biological template for the research team, which includes members from the Johns Hopkins departments of Biomedical Engineering, Electrical and Computer Engineering, and Neurology, and from the Singapore Institute of Neurotechnology.

Bringing a more human touch to modern prosthetic designs is critical, especially when it comes to incorporating the ability to feel pain, Osborn says.

“Pain is, of course, unpleasant, but it’s also an essential, protective sense of touch that is lacking in the prostheses that are currently available to amputees,” he says. “Advances in prosthesis designs and control mechanisms can aid an amputee’s ability to regain lost function, but they often lack meaningful, tactile feedback or perception.”

That is where the e-dermis comes in, conveying information to the amputee by stimulating peripheral nerves in the arm, making the so-called phantom limb come to life. The e-dermis device does this by electrically stimulating the amputee’s nerves in a non-invasive way, through the skin, says the paper’s senior author, Nitish Thakor, a professor of biomedical engineering and director of the Biomedical Instrumentation and Neuroengineering Laboratory at Johns Hopkins.

“For the first time, a prosthesis can provide a range of perceptions, from fine touch to noxious to an amputee, making it more like a human hand,” says Thakor, co-founder of Infinite Biomedical Technologies, the Baltimore-based company that provided the prosthetic hardware used in the study.

Inspired by human biology, the e-dermis enables its user to sense a continuous spectrum of tactile perceptions, from light touch to noxious or painful stimulus. The team created a “neuromorphic model” mimicking the touch and pain receptors of the human nervous system, allowing the e-dermis to electronically encode sensations just as the receptors in the skin would. Tracking brain activity via electroencephalography, or EEG, the team determined that the test subject was able to perceive these sensations in his phantom hand.

The researchers then connected the e-dermis output to the volunteer by using a noninvasive method known as transcutaneous electrical nerve stimulation, or TENS. In a pain-detection task, the team determined that the test subject and the prosthesis were able to experience a natural, reflexive reaction to both pain while touching a pointed object and non-pain when touching a round object.

The e-dermis is not sensitive to temperature–for this study, the team focused on detecting object curvature (for touch and shape perception) and sharpness (for pain perception). The e-dermis technology could be used to make robotic systems more human, and it could also be used to expand or extend to astronaut gloves and space suits, Osborn says.

The researchers plan to further develop the technology and better understand how to provide meaningful sensory information to amputees in the hopes of making the system ready for widespread patient use.

Johns Hopkins is a pioneer in the field of upper limb dexterous prostheses. More than a decade ago, the university’s Applied Physics Laboratory led the development of the advanced Modular Prosthetic Limb, which an amputee patient controls with the muscles and nerves that once controlled his or her real arm or hand.

In addition to the funding from Space@Hopkins, which fosters space-related collaboration across the university’s divisions, the team also received grants from the Applied Physics Laboratory Graduate Fellowship Program and the Neuroengineering Training Initiative through the National Institute of Biomedical Imaging and Bioengineering through the National Institutes of Health under grant T32EB003383.

The e-dermis was tested over the course of one year on an amputee who volunteered in the Neuroengineering Laboratory at Johns Hopkins. The subject frequently repeated the testing to demonstrate consistent sensory perceptions via the e-dermis. The team has worked with four other amputee volunteers in other experiments to provide sensory feedback.

Here’s a video about this work,

Sarah Zhang’s June 20, 2018 article for The Atlantic reveals a few more details while covering some of the material in the news release,

Osborn and his team added one more feature to make the prosthetic hand, as he puts it, “more lifelike, more self-aware”: When it grasps something too sharp, it’ll open its fingers and immediately drop it—no human control necessary. The fingers react in just 100 milliseconds, the speed of a human reflex. Existing prosthetic hands have a similar degree of theoretically helpful autonomy: If an object starts slipping, the hand will grasp more tightly. Ideally, users would have a way to override a prosthesis’s reflex, like how you can hold your hand on a stove if you really, really want to. After all, the whole point of having a hand is being able to tell it what to do.

Here’s a link to and a citation for the paper,

Prosthesis with neuromorphic multilayered e-dermis perceives touch and pain by Luke E. Osborn, Andrei Dragomir, Joseph L. Betthauser, Christopher L. Hunt, Harrison H. Nguyen, Rahul R. Kaliki, and Nitish V. Thakor. Science Robotics 20 Jun 2018: Vol. 3, Issue 19, eaat3818 DOI: 10.1126/scirobotics.aat3818

This paper is behind a paywall.

Montreal Neuro goes open science

The Montreal Neurological Institute (MNI) in Québec, Canada, known informally and widely as Montreal Neuro, has ‘opened’ its science research to the world. David Bruggeman tells the story in a Jan. 21, 2016 posting on his Pasco Phronesis blog (Note: Links have been removed),

The Montreal Neurological Institute (MNI) at McGill University announced that it will be the first academic research institute to become what it calls ‘Open Science.’  As Science is reporting, the MNI will make available all research results and research data at the time of publication.  Additionally it will not seek patents on any of the discoveries made on research at the Institute.

Will this catch on?  I have no idea if this particular combination of open access research data and results with no patents will spread to other university research institutes.  But I do believe that those elements will continue to spread.  More universities and federal agencies are pursuing open access options for research they support.  Elon Musk has opted to not pursue patent litigation for any of Tesla Motors’ patents, and has not pursued patents for SpaceX technology (though it has pursued litigation over patents in rocket technology). …

Montreal Neuro and its place in Canadian and world history

Before pursuing this announcement a little more closely, you might be interested in some of the institute’s research history (from the Montreal Neurological Institute Wikipedia entry and Note: Links have been removed),

The MNI was founded in 1934 by the neurosurgeon Dr. Wilder Penfield (1891–1976), with a $1.2 million grant from the Rockefeller Foundation of New York and the support of the government of Quebec, the city of Montreal, and private donors such as Izaak Walton Killam. In the years since the MNI’s first structure, the Rockefeller Pavilion was opened, several major structures were added to expand the scope of the MNI’s research and clinical activities. The MNI is the site of many Canadian “firsts.” Electroencephalography (EEG) was largely introduced and developed in Canada by MNI scientist Herbert Jasper, and all of the major new neuroimaging techniques—computer axial tomography (CAT), positron emission tomography (PET), and magnetic resonance imaging (MRI) were first used in Canada at the MNI. Working under the same roof, the Neuro’s scientists and physicians made discoveries that drew world attention. Penfield’s technique for epilepsy neurosurgery became known as the Montreal procedure. K.A.C. Elliott identified γ-aminobutyric acid (GABA) as the first inhibitory neurotransmitter. Brenda Milner revealed new aspects of brain function and ushered in the field of neuropsychology as a result of her groundbreaking study of the most famous neuroscience patient of the 20th century, H.M., who had anterograde amnesia and was unable to form new memories. In 2007, the Canadian government recognized the innovation and work of the MNI by naming it one of seven national Centres of Excellence in Commercialization and Research.

For those with the time and the interest, here’s a link to an interview (early 2015?) with Brenda Milner (and a bonus, related second link) as part of a science podcast series (from my March 6, 2015 posting),

Dr. Wendy Suzuki, a Professor of Neural Science and Psychology in the Center for Neural Science at New York University, whose research focuses on understanding how our brains form and retain new long-term memories and the effects of aerobic exercise on memory. Her book Healthy Brain, Happy Life will be published by Harper Collins in the Spring of 2015.

  • Totally Cerebral: Untangling the Mystery of Memory: Neuroscientist Wendy Suzuki introduces us to scientists who have uncovered some of the deepest secrets about our brains. She begins by talking with experimental psychologist Brenda Milner [interviewed in her office at McGill University, Montréal, Quebéc], who in the 1950s, completely changed our understanding of the parts of the brain important for forming new long-term memories.
  • Totally Cerebral: The Man Without a Memory: Imagine never being able to form a new long term memory after the age of 27. Welcome to the life of the famous amnesic patient “HM”. Neuroscientist Suzanne Corkin studied HM for almost half a century, and gives us a glimpse of what daily life was like for him, and his tremendous contribution to our understanding of how our memories work.

Brief personal anecdote
For those who just want the science, you may want to skip this section.

About 15 years ago, I had the privilege of talking with Mary Filer, a former surgical nurse and artist in glass. Originally from Saskatchewan, she, a former member of Wilder Penfield’s surgical team, was then in her 80s living in Vancouver and still associated with Montreal Neuro, albeit as an artist rather than a surgical nurse.

Penfield had encouraged her to pursue her interest in the arts (he was an art/science aficionado) and at this point her work could be seen many places throughout the world and, if memory serves, she had just been asked to go MNI for the unveiling of one of her latest pieces.

Her husband, then in his 90s, had founded the School of Architecture at McGill University. This couple had known all the ‘movers and shakers’ in Montreal society for decades and retired to Vancouver where their home was in a former chocolate factory.

It was one of those conversations, you just don’t forget.

More about ‘open science’ at Montreal Neuro

Brian Owens’ Jan. 21, 2016 article for Science Magazine offers some insight into the reason for the move to ‘open science’,

Guy Rouleau, the director of McGill University’s Montreal Neurological Institute (MNI) and Hospital in Canada, is frustrated with how slowly neuroscience research translates into treatments. “We’re doing a really shitty job,” he says. “It’s not because we’re not trying; it has to do with the complexity of the problem.”

So he and his colleagues at the renowned institute decided to try a radical solution. Starting this year, any work done there will conform to the principles of the “open-
science” movement—all results and data will be made freely available at the time of publication, for example, and the institute will not pursue patents on any of its discoveries. …

“It’s an experiment; no one has ever done this before,” he says. The intent is that neuroscience research will become more efficient if duplication is reduced and data are shared more widely and earlier. …”

After a year of consultations among the institute’s staff, pretty much everyone—about 70 principal investigators and 600 other scientific faculty and staff—has agreed to take part, Rouleau says. Over the next 6 months, individual units will hash out the details of how each will ensure that its work lives up to guiding principles for openness that the institute has developed. …

Owens’ article provides more information about implementation and issues about sharing. I encourage you to read it in its entirety.

As for getting more research to the patient, there’s a Jan. 26, 2016 Cafe Scientifique talk in Vancouver (my Jan. 22, 2016 ‘Events’ posting; scroll down about 40% of the way) regarding that issue although there’s no hint that the speakers will be discussing ‘open science’.