{"id":3026,"date":"2023-11-17T12:11:38","date_gmt":"2023-11-17T12:11:38","guid":{"rendered":"https:\/\/springerhealthcare.nl\/france\/?p=3026"},"modified":"2023-11-20T12:19:13","modified_gmt":"2023-11-20T12:19:13","slug":"the-rise-of-brain-reading-technology-what-you-need-to-know","status":"publish","type":"post","link":"https:\/\/springerhealthplus.nl\/shmigrate\/the-rise-of-brain-reading-technology-what-you-need-to-know\/","title":{"rendered":"The rise of brain-reading technology: what you need to know"},"content":{"rendered":"<div class=\"wpb-content-wrapper\"><p>[vc_row full_width=&#8221;stretch_row&#8221; content_placement=&#8221;middle&#8221; css=&#8221;.vc_custom_1663187695627{padding-bottom: 37px !important;background-image: url(http:\/\/springerhealthcare.nl\/wp-content\/uploads\/sites\/24\/2022\/09\/science_connect_back.png?id=2486) !important;background-position: center !important;background-repeat: no-repeat !important;background-size: cover !important;}&#8221; el_class=&#8221;sciencetitle&#8221;][vc_column][vc_custom_heading text=&#8221;Science Connect&#8221; font_container=&#8221;tag:h2|text_align:left|color:%23ffffff&#8221; use_theme_fonts=&#8221;yes&#8221; link=&#8221;url:https%3A%2F%2Fspringerhealthcare.nl%2Ffrance%2Fscience-connect-november-2023%2F&#8221;][vc_column_text css=&#8221;.vc_custom_1663186747780{margin-bottom: 40px !important;}&#8221;]<span style=\"color: #ffffff; font-size: 24px; line-height: 29px;\">A Springer Healthcare Initiative For Pharma Professionals<\/span>[\/vc_column_text][vc_column_text]<span style=\"color: #ee7d11; font-size: 28px; font-weight: 400; letter-spacing: 2px;\">NOVEMBER 2023<br \/>\n<\/span>[\/vc_column_text][\/vc_column][\/vc_row][vc_row css=&#8221;.vc_custom_1538651642953{padding-top: 75px !important;}&#8221;][vc_column width=&#8221;3\/4&#8243; css=&#8221;.vc_custom_1538657061395{border-right-width: 1px !important;padding-top: 0px !important;border-right-color: #8faec1 !important;border-right-style: solid !important;}&#8221;][vc_custom_heading source=&#8221;post_title&#8221; font_container=&#8221;tag:h1|font_size:40px|text_align:left|line_height:60px&#8221; google_fonts=&#8221;font_family:Merriweather%3Aregular%2Citalic|font_style:700%20regular%3A700%3Anormal&#8221; el_class=&#8221;title&#8221; css=&#8221;.vc_custom_1664358136969{margin-bottom: 30px !important;}&#8221;][vc_column_text css=&#8221;.vc_custom_1686833173052{padding-bottom: 0px !important;}&#8221;]<span style=\"font-size: 18pt;\"><strong>As implanted devices and commercial headsets advance, what will the real-world impacts be?<\/strong><\/span>[\/vc_column_text][vc_column_text el_class=&#8221;intro-box&#8221;]<span style=\"font-size: 16pt;\">By Liam Drew<\/span>[\/vc_column_text][vc_single_image image=&#8221;3041&#8243; img_size=&#8221;full&#8221; el_class=&#8221;hero-img&#8221;][vc_column_text css=&#8221;.vc_custom_1695902816200{margin-bottom: 30px !important;}&#8221; el_class=&#8221;sc-img-caption&#8221;]Ann, who was left paralysed by a stroke, uses a brain\u2013computer interface to translate brain signals into the speech and movement of an avatar. Credit: Noah Berger[\/vc_column_text][vc_column_text]<div>\n<p>In a laboratory in San Francisco, California, a woman named Ann sits in front of a huge screen. On it is an avatar created to look like her. Thanks to\u00a0<a href=\"https:\/\/www.nature.com\/articles\/d41586-022-01047-w\" target=\"_blank\" rel=\"noopener\" data-track=\"click\" data-label=\"https:\/\/www.nature.com\/articles\/d41586-022-01047-w\" data-track-category=\"body text link\">a brain\u2013computer interface (BCI)<\/a>, when Ann thinks of talking, the avatar speaks for her \u2014 and in her own voice, too.<\/p>\n<p>In 2005, a brainstem stroke left Ann almost completely paralysed and unable to speak. Last year, neurosurgeon Edward Chang, at the University of California, San Francisco, placed a grid of more than 250 electrodes on the surface of Ann\u2019s brain, on top of the regions that once controlled her body, face and larynx. As Ann imagined speaking certain words, researchers recorded her neural activity. Then, using machine learning, they established the activity patterns corresponding to each word and to the facial movements Ann would, if she could, use to vocalize them.<\/p>\n<p>The system can convert speech to text at 78 words per minute: a huge improvement on previous BCI efforts and now approaching the 150 words per minute considered average for regular speech<sup>1<\/sup>. Compared with two years ago, Chang says, \u201cit\u2019s like night and day\u201d.<\/p>\n<p>In an added feat, the team programmed the avatar to speak aloud in Ann\u2019s voice, basing the output on a recording of a speech she made at her wedding. \u201cIt was extremely emotional for Ann because it was the first time that she really felt that she was speaking for almost 20 years,\u201d says Chang.<\/p>\n<p>This work was one of several studies in 2023 that boosted excitement about implantable BCIs. Another study<sup>2<\/sup>\u00a0also translated neural activity into text at unprecedented speed. And in May, scientists reported that they had created a digital bridge between the brain and spinal cord of a man paralysed in a cycling accident<sup>3<\/sup>. A BCI decoded his intentions to move and directed a spinal implant to stimulate the nerves of his legs, allowing him to walk.<\/p>\n<p>\u201cThere\u2019s a lot of energy, and it\u2019s super exciting,\u201d Chang says. \u201cI think that we\u2019re going to cross a really important threshold in the next five years: coming out of proof of principles into new therapies.\u201d<\/p>\n<p>Companies in the field are also making strides: in September the neurotechnology company Neuralink, founded by entrepreneur Elon Musk, invited people living with paralysis to volunteer to be the first recipients of its implantable BCI.<\/p>\n<p>The\u00a0<a href=\"https:\/\/www.nature.com\/articles\/s41928-023-00929-9\" target=\"_blank\" rel=\"noopener\" data-track=\"click\" data-label=\"https:\/\/www.nature.com\/articles\/s41928-023-00929-9\" data-track-category=\"body text link\">quest to commercialize BCIs<\/a>, however, is still in its infancy. So far, systems are tailored to individuals, but commercialization will require robust, reliable and safe BCIs that can be scaled up. \u201cYou cannot have a PhD engineer in the home of every single patient with a BCI,\u201d says Tom Oxley, chief executive of Synchron, a BCI company in Brooklyn, New York.<\/p>\n<p>Alongside advances in implantable devices, a parallel commercial ecosystem of wearable brain-reading devices is growing. These measure users\u2019 brain activity \u2014 at much lower resolution than implanted devices \u2014 to potentially enhance mental health, productivity or sleep, or to transform how people interact with computers.<\/p>\n<p>Together, these advances are accelerating efforts\u00a0<a href=\"https:\/\/www.nature.com\/articles\/d41586-023-02405-y\" target=\"_blank\" rel=\"noopener\" data-track=\"click\" data-label=\"https:\/\/www.nature.com\/articles\/d41586-023-02405-y\" data-track-category=\"body text link\">to guide and regulate neurotechnology<\/a>. This month, for instance, member states of UNESCO \u2014 the United Nations cultural and scientific organization \u2014 will vote on whether to develop international guidelines and policy recommendations for the use of this technology.<\/p>\n<p>As progress generates headlines, there is no shortage of grand claims. Consumer-targeted bioinformatics company EMOTIV in San Francisco describes its team as \u201cdecoders of the human experience\u201d. In 2020, Musk told podcaster Joe Rogan that Neuralink\u2019s BCI \u201ccould, in principle, fix almost anything that\u2019s wrong with the brain\u201d.<\/p>\n<p>\u201cWe need to have more conversation,\u201d says Chang, \u201cand try to reduce the hype and focus on the things that are actually really relevant.\u201d<\/p>\n<h2><strong>Decoding the brain<\/strong><\/h2>\n<p>All brain-reading technologies, whether implants or headsets, operate on the same basic principles: they record neural activity \u2014 usually electrical activity \u2014 associated with a function such as speech or attention; interpret what that activity means; and use it to control an external device or simply provide it as information to the user.<\/p>\n<p>Implanted BCIs record more information-rich brain signals than do external ones. But these experimental devices are intended only for use by people in whom potential clinical benefits outweigh the risks of, for example, brain injury or infection. Only around 50 people have received such implants long-term.<\/p>\n<figure><img src=\"https:\/\/media.nature.com\/lw767\/magazine-assets\/d41586-023-03423-6\/d41586-023-03423-6_26254836.jpg\" alt=\"A staff member demonstrates a brain-computer interface at the World Robot Conference 2023 in Beijing.\" \/><figcaption class=\"sc-img-caption\"><span style=\"font-size: 10pt;line-height: 1.5em\">An attendee at a conference in Beijing demonstrates a brain\u2013computer interface headset.Credit: Wang Yuguo\/Xinhua News Agency\/eyevine<\/span><\/figcaption><\/figure>\n<p>&nbsp;<\/p>\n<p>Most devices worn on the scalp use a common method called electroencephalography (EEG) to detect tiny electrical fields that pass through the skull, reflecting the average firing of many millions of neurons spread over substantial volumes of brain.<\/p>\n<p>EEG is routinely used clinically to monitor epilepsy and sleep, and in the lab to study a range of brain functions. Commercial efforts centre on using EEG signals to monitor psychological states such as focus, calmness, agitation and drowsiness.<\/p>\n<p>Consumer-targeted companies have yet to create a \u2018killer app\u2019 \u2014 an application so desirable that sales take off drastically. But for implantable devices, an alluring application is clear: helping people living with paralysis to restore communication or autonomy.<\/p>\n<h2><strong>Improving implants<\/strong><\/h2>\n<p>Various companies are developing and commercializing implanted BCIs. Closest to the clinic are five US companies: Neuralink; Synchron; Blackrock Neurotech in Salt Lake City, Utah; Paradromics in Austin, Texas; and Precision Neuroscience in Manhattan, New York. China is also heavily invested in this field and European companies are emerging.<\/p>\n<p>Blackrock Neurotech, Paradromics and Neuralink have developed electrode systems that penetrate the brain\u2019s cortex to record from individual neurons. Paradromics\u2019 chief executive, Matt Angle, says academic research has shown that the more neurons that are recorded from, the more accurately and quickly thoughts can be decoded.<\/p>\n<p>The interfaces from Blackrock Neurotech and Paradromics are grids of hundreds of stiff, straight electrodes, and multiple arrays can be implanted in a single person. Blackrock Neurotech\u2019s array was first implanted long-term in a person 19 years ago<sup>4<\/sup>, and has been a mainstay of BCI research ever since. Paradromics\u2019 array is undergoing testing in sheep.<\/p>\n<p>Neuralink\u2019s implant \u2014 so far tested in monkeys \u2014 consists of multiple long, flexible polymer threads. These contain many recording sites and are implanted deeper in the cortex than are stiff electrode arrays.<\/p>\n<p>Conversely, Synchron and Precision Neuroscience use electrodes that sit on the surface of the brain, such as those deployed in Chang\u2019s study. \u201cOur whole philosophy is around minimally invasive deployment of electrodes that don\u2019t damage the brain,\u201d says Ben Rapoport, co-founder of Precision Neuroscience. This includes being able to easily remove them, he says.<\/p>\n<p>Synchron\u2019s BCI contains just 16 electrodes and bucks the trend of chasing ever more bandwidth. Termed a stentrode, it is a hybrid of a blood-vessel stent and an electrode array. It is implanted without neurosurgery, by pushing the device up through the jugular vein until it sits in the blood vessel that lies beneath the brain\u2019s motor cortex, the region that formulates a person\u2019s intentions to move.<\/p>\n<p>The stentrode\u2019s low bandwidth cannot decode thoughts, but it enables users to control a smartphone \u2014 a potentially transformative gain of autonomy<sup>5<\/sup>. \u201cYou have to choose what you\u2019re going to optimize for,\u201d says Oxley.<\/p>\n<p>Between them, these companies are a hive of early-stage clinical activity. This year, Neuralink was cleared to begin human trials of its device; Precision Neuroscience tested its electrodes in humans for the first time (recording for 15 minutes during operations to remove brain tumours). And all five companies have now gained breakthrough device status \u2014 an accelerated route to clinical approval \u2014 from the US Food and Drug Administration (FDA).<\/p>\n<p>Synchron is closest to potentially gaining approval. This year, the tenth and final volunteer joined the company\u2019s initial feasibility studies, in which people with severe paralysis are using Synchron\u2019s system at home. In September, the company achieved the goal of having someone with a newly implanted stentrode device follow software instructions to set up the BCI without assistance from Synchron staff. The other four companies hope to proceed through feasibility trials in the coming years.<\/p>\n<p>Tim Denison, an engineer at the University of Oxford, UK (who has consulted for Synchron), has worked in neurotechnology for 20 years, often focusing on brain stimulation as a treatment for neuropsychiatric conditions. Denison says advances in brain reading could make a huge difference in guiding therapeutic stimulation, if devices can identify signatures of disease \u2014 or signs of recovery.<\/p>\n<p>But Denison\u2019s long experience makes him cautious. In some situations, \u201cI had very high hopes and the technology didn\u2019t come through\u201d, he says, \u201cAnd that\u2019s very humbling.\u201d<\/p>\n<p>He stresses that making devices reliable, practicable and affordable is just as crucial to their success as the scientific advances. Given the scarcity of neurosurgeons worldwide, Denison says, one of the most significant things Neuralink has done is to create a robot that surgically implants its device.<\/p>\n<h2><strong>Consumer focus<\/strong><\/h2>\n<p>Developers of non-invasive consumer brain-reading headsets face a different set of hurdles. The current commercial ecosystem consists of a few small, relatively established companies, dozens of start-ups and various research departments in big tech companies.<\/p>\n<p>\u201cThe three big limitations of consumer neurotechnology have been the form that they\u2019ve taken, the applications that they\u2019ve offered and the quality of the signal that you could get out of them,\u201d says Nita Farahany, a legal scholar specializing in this field at Duke University in Durham, North Carolina.<\/p>\n<p>Despite some success under controlled lab conditions, EEG cannot decode users\u2019 thoughts. And although some products \u2014 especially for gaming \u2014 use EEG to control external technology, it is currently rather a slow and effortful process.<\/p>\n<p>EEG is better at giving a general indication of someone\u2019s psychological state. In different states \u2014 such as sleep or focused working \u2014 neuronal firing tends to coalesce into oscillatory waves at distinct frequencies. Sleep, for example, is defined by slow delta waves; relaxation is associated with intermediate theta waves; and attention with faster alpha waves.<\/p>\n<p>Many applications aim to make users consciously aware of their brain state \u2014 through some form of interface \u2014 in order to help them change it.<\/p>\n<p>Several companies offer EEG-sensing products such as headbands, headsets or earphones that they say nudge users towards deeper meditative states, or help people to enter more focused and more productive states. In 2022, Liverpool Football Club announced that German neurotech company Neuro11, based in Potsdam, had helped the club\u2019s players to learn to achieve calm, focused states in pressurized situations and had aided their performance \u2014 although researchers warn that there can be large placebo effects with such interventions.<\/p>\n<figure><img src=\"https:\/\/media.nature.com\/lw767\/magazine-assets\/d41586-023-03423-6\/d41586-023-03423-6_26254838.jpg\" alt=\"Liverpool's Trent Alexander-Arnold wears sensors on his head during a media day and training session.\" \/><figcaption class=\"sc-img-caption\"><span style=\"font-size: 10pt;line-height: 1.5em\">Trent Alexander-Arnold, who plays for Liverpool Football Club, wears a headset that can detect electrical brain activity during a training session.Credit: Jon Super\/AP Photo\/Alamy<\/span><\/figcaption><\/figure>\n<p>&nbsp;<\/p>\n<p>Some products aim to manipulate brain waves directly in hopes of changing a person\u2019s mental state. Andrew Jackson, a neuroscientist at Newcastle University, UK, co-founded Neudio, a start-up company that uses an algorithm that records a user\u2019s EEG and, in real time, generates synthetic music that aims to entrain brain activity to induce relaxation or focus. Other companies are using similar approaches to improve, for example, sleep quality.<\/p>\n<p>But Farahany suspects that this technology will become mainstream for other uses. \u201cI think the things that will really make neural interfaces ubiquitous is using them to replace existing peripheral devices \u2014 and in virtual reality and augmented reality.\u201d<\/p>\n<p>Companies such as Meta and Apple have already launched headsets that include, for example, eye-tracking technology \u2014 heralding a shift towards more-immersive computing experiences, says Farahany. In July, Apple was granted a patent to incorporate EEG sensors into its earbuds, called Airpods.<\/p>\n<p>Significant questions remain about the quality of EEG signals that consumer devices can record \u2014 especially when a user is moving \u2014 and how this will limit applications. But these technologies could mean more than just new ways to enhance personal computing experiences. They raise questions of whether someone\u2019s brain data \u2014 and even their mental privacy \u2014 will be commodified.<\/p>\n<h2><strong>Sanctuary for sale<\/strong><\/h2>\n<p>As brain-reading neurotechnologies accelerate, ethicists and regulators are increasingly asking what unique risks these devices pose. \u201cThe brain is not just another organ of the body; it is the organ that generates the human mind. This should be the sanctuary of our identity,\u201d says Rafael Yuste, a neuroscientist at Columbia University in New York City. \u201cYou need to shield that, you cannot just go in and start banking and selling brain data.\u201d<\/p>\n<p>Implanted medical technology might create ethical issues. For example, given that artificial-intelligence (AI) software helps to turn users\u2019 brain activity into decisions, there are questions regarding users\u2019 agency and culpability. It is also unclear what would happen to people\u00a0<a href=\"https:\/\/www.nature.com\/immersive\/d41586-022-03810-5\/index.html\" target=\"_blank\" rel=\"noopener\" data-track=\"click\" data-label=\"https:\/\/www.nature.com\/immersive\/d41586-022-03810-5\/index.html\" data-track-category=\"body text link\">if the manufacturer of their implant ceases to operate<\/a>. But the general view is that existing medical regulations can largely guide tech development and use. For consumer devices, however, current regulations leave worrying gaps, says Farahany.<\/p>\n<p>In her book,\u00a0<em>The Battle for Your Brain<\/em>, which was released in March, Farahany describes how, in China, schoolchildren\u2019s attention has been monitored using EEG headsets made by US software company BrainCo, and how certain employers, across multiple countries, are monitoring their employees. The ethics vary with the situation: such tracking could be valuable for noticing when long-distance drivers become drowsy, but thornier if employers use the technology to police employees\u2019 concentration levels.<\/p>\n<p>Critics argue that some claims made about EEG\u2019s ability to reveal individuals\u2019 private thoughts are overblown \u2014 and that data gathered from people\u2019s online behaviour are much more revealing. However, Yuste draws a hard line between overt behaviour and private mental activity. He says rapid improvements in AI decoding and non-invasive hardware \u201cmake the fight for your mental privacy much more urgent\u201d.<\/p>\n<p>Yuste and Farahany think existing human-rights treaties need updating to protect citizens against the misuse of neurotechnologies. Yuste advocates for a new class of rights termed neurorights \u2014 which, he says, would protect mental privacy; prevent personality-changing manipulations; and guard against biases in the algorithms behind neurotech.<\/p>\n<p>Farahany argues for a wider right to \u2018cognitive liberty\u2019 \u2014 protection from both neurotechnology and a range of digital technologies that can manipulate people\u2019s minds and behaviour.<\/p>\n<p>Multiple organizations are exploring how neurotech should be regulated. Since 2019, UNESCO, the Organisation for Economic Co-operation and Development and the UK Regulatory Horizons Council have each issued recommendations or reports. This month\u2019s vote at UNESCO will decide whether the agency should produce an extensive international framework for neurotech governance.<\/p>\n<p>But ethicists ultimately want to see principles become enshrined in law. One solution is to modify international human-rights treaties; the UN\u2019s human-rights council met in August to discuss neurotechnology.<\/p>\n<p>Chile is currently the only nation that has legislation protecting neurorights. In 2021, it changed its constitution to guard against problematic uses of neurotechnology. This year, the senator who has championed neurorights the most, Guido Girardi, successfully sued EMOTIV in Chile\u2019s Supreme Court for violating the country\u2019s rules on collecting and using neural data after he imported and used one of its devices.<\/p>\n<p>Elsewhere, the governments of Brazil, Mexico, Spain and Australia are discussing how they might create legislation for neurotechnology.<\/p>\n<p>Farahany is buoyed by the fact that \u2014 unlike attempts to regulate social media and AI, which happened only once these technologies started being used on a massive scale \u2014 conversations about neurotechnology are happening before its tipping point. \u201cInternationally, people seem to care about doing it right and doing it ethically.\u201d<\/p>\n<p><em>Nature<\/em>\u00a0<strong>623<\/strong>, 241-243 (2023)<\/p>\n<\/div>\n<p><em>doi: https:\/\/doi.org\/10.1038\/d41586-023-03423-6<\/em><\/p>\n<h2>References<\/h2>\n<ol>\n<li style=\"list-style-type: none\">\n<ol>\n<li>Metzger, S. L. et al. <em>Nature<\/em> <strong>620<\/strong>, 1037\u20131046 (2023).<\/li>\n<li>Willett, F. R. et al. <em>Nature<\/em> <strong>620<\/strong>, 1031\u20131036 (2023).<\/li>\n<li>Lorach, H. et al. <em>Nature<\/em> <strong>618<\/strong>, 126\u2013133 (2023).<\/li>\n<li>Hochberg, L. R. et al. <em>Nature<\/em> <strong>442<\/strong>, 164\u2013171 (2006).<\/li>\n<li>Mitchell, P. et al. <em>JAMA Neurol<\/em>. <strong>80<\/strong>, 270\u2013278 (2023).<\/li>\n<\/ol>\n<\/li>\n<\/ol>\n[\/vc_column_text][vc_column_text]\u00a9 2023 Springer Nature Limited.[\/vc_column_text][\/vc_column][vc_column width=&#8221;1\/4&#8243; css=&#8221;.vc_custom_1538657003956{padding-top: 0px !important;padding-bottom: 0px !important;}&#8221;][vc_custom_heading text=&#8221;ISSUES&#8221; font_container=&#8221;tag:h3|font_size:12px|text_align:left|color:%23333333|line_height:18px&#8221; use_theme_fonts=&#8221;yes&#8221; el_class=&#8221;titlewidget&#8221;][vc_column_text el_class=&#8221;columnflex&#8221; css=&#8221;.vc_custom_1664404002021{margin-bottom: 40px !important;}&#8221;]<p><a href=\"\/science-connect-october-2023\/\">October 2023<\/a><\/p>\r\n<p><a href=\"\/science-connect-september-2023\/\">September 2023<\/a><\/p>\r\n<p><a href=\"\/science-connect-august-2023\/\">August 2023<\/a><\/p>[\/vc_column_text][vc_custom_heading text=&#8221;OTHER ARTICLES IN THIS ISSUE&#8221; font_container=&#8221;tag:h3|font_size:12px|text_align:left|color:%23333333|line_height:18px&#8221; use_theme_fonts=&#8221;yes&#8221; el_class=&#8221;titlewidget&#8221; css=&#8221;.vc_custom_1674576179369{margin-bottom: 15px !important;}&#8221;][vc_basic_grid post_type=&#8221;post&#8221; max_items=&#8221;-1&#8243; style=&#8221;load-more&#8221; items_per_page=&#8221;4&#8243; element_width=&#8221;12&#8243; orderby=&#8221;rand&#8221; item=&#8221;538&#8243; grid_id=&#8221;vc_gid:1700233409902-30ef3b5a-f2eb-0&#8243; taxonomies=&#8221;33&#8243;][\/vc_column][\/vc_row]<\/p>\n<\/div>","protected":false},"excerpt":{"rendered":"As implanted devices and commercial headsets advance, what will the real-world impacts be?<a class=\"more\" href=\"https:\/\/springerhealthplus.nl\/shmigrate\/the-rise-of-brain-reading-technology-what-you-need-to-know\/\">  ...more<\/a>","protected":false},"author":29,"featured_media":3062,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"categories":[7],"tags":[29,33],"class_list":{"0":"post-3026","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-science-connect","8":"tag-nature-briefings","9":"tag-november-2023"},"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.1.1 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>The rise of brain-reading technology: what you need to know - SH migration<\/title>\n<meta name=\"robots\" content=\"noindex, nofollow\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"The rise of brain-reading technology: what you need to know - SH migration\" \/>\n<meta property=\"og:description\" content=\"As implanted devices and commercial headsets advance, what will the real-world impacts be?\" \/>\n<meta property=\"og:url\" content=\"https:\/\/springerhealthplus.nl\/shmigrate\/the-rise-of-brain-reading-technology-what-you-need-to-know\/\" \/>\n<meta property=\"og:site_name\" content=\"SH migration\" \/>\n<meta property=\"article:published_time\" content=\"2023-11-17T12:11:38+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2023-11-20T12:19:13+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/springerhealthplus.nl\/shmigrate\/wp-content\/uploads\/sites\/24\/2023\/11\/7.png\" \/>\n\t<meta property=\"og:image:width\" content=\"940\" \/>\n\t<meta property=\"og:image:height\" content=\"788\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Lee Kettley\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Lee Kettley\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/springerhealthplus.nl\/shmigrate\/the-rise-of-brain-reading-technology-what-you-need-to-know\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/springerhealthplus.nl\/shmigrate\/the-rise-of-brain-reading-technology-what-you-need-to-know\/\"},\"author\":{\"name\":\"Lee Kettley\",\"@id\":\"https:\/\/springerhealthplus.nl\/shmigrate\/#\/schema\/person\/af9de08aa069306e77a209e7ffc24863\"},\"headline\":\"The rise of brain-reading technology: what you need to know\",\"datePublished\":\"2023-11-17T12:11:38+00:00\",\"dateModified\":\"2023-11-20T12:19:13+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/springerhealthplus.nl\/shmigrate\/the-rise-of-brain-reading-technology-what-you-need-to-know\/\"},\"wordCount\":382,\"image\":{\"@id\":\"https:\/\/springerhealthplus.nl\/shmigrate\/the-rise-of-brain-reading-technology-what-you-need-to-know\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/springerhealthplus.nl\/shmigrate\/wp-content\/uploads\/sites\/24\/2023\/11\/7.png\",\"keywords\":[\"Nature Briefings\",\"November 2023\"],\"articleSection\":[\"Science Connect\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/springerhealthplus.nl\/shmigrate\/the-rise-of-brain-reading-technology-what-you-need-to-know\/\",\"url\":\"https:\/\/springerhealthplus.nl\/shmigrate\/the-rise-of-brain-reading-technology-what-you-need-to-know\/\",\"name\":\"The rise of brain-reading technology: what you need to know - SH migration\",\"isPartOf\":{\"@id\":\"https:\/\/springerhealthplus.nl\/shmigrate\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/springerhealthplus.nl\/shmigrate\/the-rise-of-brain-reading-technology-what-you-need-to-know\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/springerhealthplus.nl\/shmigrate\/the-rise-of-brain-reading-technology-what-you-need-to-know\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/springerhealthplus.nl\/shmigrate\/wp-content\/uploads\/sites\/24\/2023\/11\/7.png\",\"datePublished\":\"2023-11-17T12:11:38+00:00\",\"dateModified\":\"2023-11-20T12:19:13+00:00\",\"author\":{\"@id\":\"https:\/\/springerhealthplus.nl\/shmigrate\/#\/schema\/person\/af9de08aa069306e77a209e7ffc24863\"},\"breadcrumb\":{\"@id\":\"https:\/\/springerhealthplus.nl\/shmigrate\/the-rise-of-brain-reading-technology-what-you-need-to-know\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/springerhealthplus.nl\/shmigrate\/the-rise-of-brain-reading-technology-what-you-need-to-know\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/springerhealthplus.nl\/shmigrate\/the-rise-of-brain-reading-technology-what-you-need-to-know\/#primaryimage\",\"url\":\"https:\/\/springerhealthplus.nl\/shmigrate\/wp-content\/uploads\/sites\/24\/2023\/11\/7.png\",\"contentUrl\":\"https:\/\/springerhealthplus.nl\/shmigrate\/wp-content\/uploads\/sites\/24\/2023\/11\/7.png\",\"width\":940,\"height\":788},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/springerhealthplus.nl\/shmigrate\/the-rise-of-brain-reading-technology-what-you-need-to-know\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/springerhealthplus.nl\/shmigrate\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"aa\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/springerhealthplus.nl\/shmigrate\/#website\",\"url\":\"https:\/\/springerhealthplus.nl\/shmigrate\/\",\"name\":\"SH migration\",\"description\":\"Acclaimed Content, Global Reach, Diverse Delivery\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/springerhealthplus.nl\/shmigrate\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/springerhealthplus.nl\/shmigrate\/#\/schema\/person\/af9de08aa069306e77a209e7ffc24863\",\"name\":\"Lee Kettley\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/springerhealthplus.nl\/shmigrate\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/03dcff2dc955be0ae0163db297d8149d9df34f433a4f50e791447790cc161f0b?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/03dcff2dc955be0ae0163db297d8149d9df34f433a4f50e791447790cc161f0b?s=96&d=mm&r=g\",\"caption\":\"Lee Kettley\"},\"url\":\"https:\/\/springerhealthplus.nl\/shmigrate\/author\/lee-kettleyspringer-com\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"The rise of brain-reading technology: what you need to know - SH migration","robots":{"index":"noindex","follow":"nofollow"},"og_locale":"en_US","og_type":"article","og_title":"The rise of brain-reading technology: what you need to know - SH migration","og_description":"As implanted devices and commercial headsets advance, what will the real-world impacts be?","og_url":"https:\/\/springerhealthplus.nl\/shmigrate\/the-rise-of-brain-reading-technology-what-you-need-to-know\/","og_site_name":"SH migration","article_published_time":"2023-11-17T12:11:38+00:00","article_modified_time":"2023-11-20T12:19:13+00:00","og_image":[{"width":940,"height":788,"url":"https:\/\/springerhealthplus.nl\/shmigrate\/wp-content\/uploads\/sites\/24\/2023\/11\/7.png","type":"image\/png"}],"author":"Lee Kettley","twitter_card":"summary_large_image","twitter_misc":{"Written by":"Lee Kettley","Est. reading time":"1 minute"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/springerhealthplus.nl\/shmigrate\/the-rise-of-brain-reading-technology-what-you-need-to-know\/#article","isPartOf":{"@id":"https:\/\/springerhealthplus.nl\/shmigrate\/the-rise-of-brain-reading-technology-what-you-need-to-know\/"},"author":{"name":"Lee Kettley","@id":"https:\/\/springerhealthplus.nl\/shmigrate\/#\/schema\/person\/af9de08aa069306e77a209e7ffc24863"},"headline":"The rise of brain-reading technology: what you need to know","datePublished":"2023-11-17T12:11:38+00:00","dateModified":"2023-11-20T12:19:13+00:00","mainEntityOfPage":{"@id":"https:\/\/springerhealthplus.nl\/shmigrate\/the-rise-of-brain-reading-technology-what-you-need-to-know\/"},"wordCount":382,"image":{"@id":"https:\/\/springerhealthplus.nl\/shmigrate\/the-rise-of-brain-reading-technology-what-you-need-to-know\/#primaryimage"},"thumbnailUrl":"https:\/\/springerhealthplus.nl\/shmigrate\/wp-content\/uploads\/sites\/24\/2023\/11\/7.png","keywords":["Nature Briefings","November 2023"],"articleSection":["Science Connect"],"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/springerhealthplus.nl\/shmigrate\/the-rise-of-brain-reading-technology-what-you-need-to-know\/","url":"https:\/\/springerhealthplus.nl\/shmigrate\/the-rise-of-brain-reading-technology-what-you-need-to-know\/","name":"The rise of brain-reading technology: what you need to know - SH migration","isPartOf":{"@id":"https:\/\/springerhealthplus.nl\/shmigrate\/#website"},"primaryImageOfPage":{"@id":"https:\/\/springerhealthplus.nl\/shmigrate\/the-rise-of-brain-reading-technology-what-you-need-to-know\/#primaryimage"},"image":{"@id":"https:\/\/springerhealthplus.nl\/shmigrate\/the-rise-of-brain-reading-technology-what-you-need-to-know\/#primaryimage"},"thumbnailUrl":"https:\/\/springerhealthplus.nl\/shmigrate\/wp-content\/uploads\/sites\/24\/2023\/11\/7.png","datePublished":"2023-11-17T12:11:38+00:00","dateModified":"2023-11-20T12:19:13+00:00","author":{"@id":"https:\/\/springerhealthplus.nl\/shmigrate\/#\/schema\/person\/af9de08aa069306e77a209e7ffc24863"},"breadcrumb":{"@id":"https:\/\/springerhealthplus.nl\/shmigrate\/the-rise-of-brain-reading-technology-what-you-need-to-know\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/springerhealthplus.nl\/shmigrate\/the-rise-of-brain-reading-technology-what-you-need-to-know\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/springerhealthplus.nl\/shmigrate\/the-rise-of-brain-reading-technology-what-you-need-to-know\/#primaryimage","url":"https:\/\/springerhealthplus.nl\/shmigrate\/wp-content\/uploads\/sites\/24\/2023\/11\/7.png","contentUrl":"https:\/\/springerhealthplus.nl\/shmigrate\/wp-content\/uploads\/sites\/24\/2023\/11\/7.png","width":940,"height":788},{"@type":"BreadcrumbList","@id":"https:\/\/springerhealthplus.nl\/shmigrate\/the-rise-of-brain-reading-technology-what-you-need-to-know\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/springerhealthplus.nl\/shmigrate\/"},{"@type":"ListItem","position":2,"name":"aa"}]},{"@type":"WebSite","@id":"https:\/\/springerhealthplus.nl\/shmigrate\/#website","url":"https:\/\/springerhealthplus.nl\/shmigrate\/","name":"SH migration","description":"Acclaimed Content, Global Reach, Diverse Delivery","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/springerhealthplus.nl\/shmigrate\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Person","@id":"https:\/\/springerhealthplus.nl\/shmigrate\/#\/schema\/person\/af9de08aa069306e77a209e7ffc24863","name":"Lee Kettley","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/springerhealthplus.nl\/shmigrate\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/03dcff2dc955be0ae0163db297d8149d9df34f433a4f50e791447790cc161f0b?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/03dcff2dc955be0ae0163db297d8149d9df34f433a4f50e791447790cc161f0b?s=96&d=mm&r=g","caption":"Lee Kettley"},"url":"https:\/\/springerhealthplus.nl\/shmigrate\/author\/lee-kettleyspringer-com\/"}]}},"menu_order":0,"_links":{"self":[{"href":"https:\/\/springerhealthplus.nl\/shmigrate\/wp-json\/wp\/v2\/posts\/3026","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/springerhealthplus.nl\/shmigrate\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/springerhealthplus.nl\/shmigrate\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/springerhealthplus.nl\/shmigrate\/wp-json\/wp\/v2\/users\/29"}],"replies":[{"embeddable":true,"href":"https:\/\/springerhealthplus.nl\/shmigrate\/wp-json\/wp\/v2\/comments?post=3026"}],"version-history":[{"count":0,"href":"https:\/\/springerhealthplus.nl\/shmigrate\/wp-json\/wp\/v2\/posts\/3026\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/springerhealthplus.nl\/shmigrate\/wp-json\/wp\/v2\/media\/3062"}],"wp:attachment":[{"href":"https:\/\/springerhealthplus.nl\/shmigrate\/wp-json\/wp\/v2\/media?parent=3026"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/springerhealthplus.nl\/shmigrate\/wp-json\/wp\/v2\/categories?post=3026"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/springerhealthplus.nl\/shmigrate\/wp-json\/wp\/v2\/tags?post=3026"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}