Biotech & Health

Brain.space remakes the EEG for our modern world (and soon, off-world)

Comment

The brain.space headset sitting on a table.
Image Credits: brain.space

Figuring out what’s going on in the brain is generally considered to be somewhere between extremely difficult and impossible. One major challenge is that the best ways to do so are room-sized machines relegated to hospitals — but brain.space is hoping that its portable, powerful and, most importantly, user-friendly EEG helmet could power new applications and treatments at home and, as a sort of cork pop for its debut, in space.

Electroencephalography, or EEG, is an established method for monitoring certain signals the brain produces. An EEG can indicate which areas of the cortex are active, whether the user is concentrating, agitated, and so on. It’s not nearly as precise as an MRI, but all you need for an EEG is a set of electrical contacts on the scalp, while an MRI machine is huge, loud and incredibly expensive.

There’s been precious little advancement in EEG tech, though, and it’s often done more or less the same way it was done decades ago. Recently, that’s begun to change with devices like Cognixion’s, which uses re-engineered EEG to interpret specific signals with the goal of allowing people with motor impairments to communicate.

The Israel-based brain.space (styled in lowercase, with a period in it, specifically to vex reporters) has its own take on EEG that it claims not only provides superior readings to traditional ones, but is wireless and can be set up without expert help.

“It was designed to be the most effective, cheapest, easiest-to-use EEG acquisition headset in the world. One headset, for multiple people, that automatically configures itself perfectly to each one’s head,” said brain.space CEO and co-founder Yair Levy. In development for four years, the headset has 460 sensors and is “fully automated” in that it can be set up and run very simply.

A person wearing the brain.space headset working at a computer.
Not exactly stylish, but other EEG setups are even worse. The armband is an ISS-related power regulator. Image Credits: brain.space

As it is only just emerging from stealth, the company has no peer-reviewed documentation on the headset’s efficacy and resolution. “But we recently kicked off research activities with several academic institutes, including the Department of Cognitive and Brain Science of Ben Gurion University, as well as a medical center in Israel,” Levy said.

The fact is it would be hard not to improve on the EEG setups being used in many labs — if it did more or less what they did in a portable, user-friendly form, that would be enough to celebrate.

The science of EEG is well understood, but the company has improved on existing designs by including more densely packed electrodes, and ones that fortunately do not require any kind of conductive gel or oil on the skin — anyone who’s had their head oiled up to take part in an experiment can testify that this is not fun.

Because of the nature of EEG signals, these sensors will overlap somewhat, but Levy explained that their internal studies have found that these signal overlaps follow a power law, meaning they can be computationally disambiguated. That means a clean data output that can be interpreted by and used as training material for machine learning systems.

Although the headset is obviously a big piece of the puzzle, the company won’t only be making and distributing it: “Our vision is to provide a comprehensive software end-to-end stack that makes working and integrating brain activity as easy as integrating GPS or fitness data,” said Levy.

Image Credits: brain.space

Of course, wearing a helmet that makes you look like Marvin the Martian isn’t something you’ll do on your morning run, or even while riding your stationary bike or standing at your desk. It’s still very much a situational medical device. But like other advances in technology that have brought medical monitoring devices to the home, this can still be transformational.

“We see this as asking what putting a cheap GPS in an iPhone would be good for,” Levy explained. “The obvious answer was mapping, but the reality was that developers did far more innovative things with it than just road directions. That’s how we see our job, to allow innovation to occur around brain activity, not build out the use-cases ourselves.”

Of course, if they didn’t have any use cases in mind, they would never have been able to fund four years of R&D. But they’re looking into things like tracking learning disabilities, markers for cognitive declines from diseases like Alzheimer’s, and also athletic performance. The cost of the headset will vary depending on the application and requirements, the company told me, though they would not provide further details. For reference, bargain-bin setups go for under a grand, while medical-research-grade ones run around $10,000, and brain.space would likely fall in between.

The first public demonstration of the tech is about as flashy as you could imagine: an experiment set on the International Space Station. Brain.space is taking part in Axiom-1, the first fully privately funded mission to the ISS, which will have a host of interesting experiments and projects on board.

Participants in the study will use the headset on the surface while performing a number of tasks, then repeat those tasks with variations while aboard the ISS. The company described the reasoning for the experiment as follows:

brain.space has set itself the goal to become the standard for monitoring neuro-wellness in space.

While there is data collection being carried out for various physiological measurements, such as heart rate, galvanic skin resistance, and muscle mass, there is currently no high-quality longitudinal data regarding the neural changes in prolonged space missions. Such information can be vital in assessing day-to-day plastic changes in the brain and predicting how the brain will adapt to long-term space travel.

Naturally, they’re not the first to think of this — NASA and other space agencies have done similar experiments for years, but as brain.space points out, those were with pretty old-school gear. This is not only potentially a test of cognitive function in space, but a proof of the idea that cognitive function in space can be tested with relatively little trouble. No one wants to grease up their scalp for a weekly cognitive load test on a three-month trip to Mars.

In addition to the headset and experiment, brain.space announced it has raised an $8.5 million seed round led by Mangrove Capital Partners (no other participants named). It isn’t cheap doing medical device R&D, but there’s almost certainly a market for this in and beyond telehealth and performance monitoring. We should hear more about the headset’s specific advantages as it enters more public testing.

More TechCrunch

Intuitive Machines made history when it became the first private company to land a spacecraft on the moon, so it makes sense to adapt that tech for Mars.

Intuitive Machines wants to help NASA return samples from Mars

As Google revamps itself for the AI era, offering AI overviews within its search results, the company is introducing a new way to filter for just text-based links. With the…

Google adds ‘Web’ search filter for showing old-school text links as AI rolls out

Ilya Sutskever, OpenAI’s longtime chief scientist and one of its co-founders, has left the company. OpenAI CEO Sam Altman announced the news in a post on X Tuesday evening. pic.twitter.com/qyPMIcvcsY…

Ilya Sutskever, OpenAI co-founder and longtime chief scientist, departs

Blue Origin’s New Shepard rocket will take a crew to suborbital space for the first time in nearly two years later this month, the company announced on Tuesday.  The NS-25…

Blue Origin to resume crewed New Shepard launches on May 19

This will enable developers to use the on-device model to power their own AI features.

Google is building its Gemini Nano AI model into Chrome on the desktop

It ran 110 minutes, but Google managed to reference AI a whopping 121 times during Google I/O 2024 (by its own count). CEO Sundar Pichai referenced the figure to wrap…

Google mentioned ‘AI’ 120+ times during its I/O keynote

Firebase Genkit is an open source framework that enables developers to quickly build AI into new and existing applications.

Google launches Firebase Genkit, a new open source framework for building AI-powered apps

In the coming months, Google says it will open up the Gemini Nano model to more developers.

Patreon and Grammarly are already experimenting with Gemini Nano, says Google

As part of the update, Reddit also launched a dedicated AMA tab within the web post composer.

Reddit introduces new tools for ‘Ask Me Anything,’ its Q&A feature

Here are quick hits of the biggest news from the keynote as they are announced.

Google I/O 2024: Here’s everything Google just announced

LearnLM is already powering features across Google products, including in YouTube, Google’s Gemini apps, Google Search and Google Classroom.

LearnLM is Google’s new family of AI models for education

The official launch comes almost a year after YouTube began experimenting with AI-generated quizzes on its mobile app. 

Google is bringing AI-generated quizzes to academic videos on YouTube

Around 550 employees across autonomous vehicle company Motional have been laid off, according to information taken from WARN notice filings and sources at the company.  Earlier this week, TechCrunch reported…

Motional cut about 550 employees, around 40%, in recent restructuring, sources say

The keynote kicks off at 10 a.m. PT on Tuesday and will offer glimpses into the latest versions of Android, Wear OS and Android TV.

Google I/O 2024: Watch all of the AI, Android reveals

Google Play has a new discovery feature for apps, new ways to acquire users, updates to Play Points, and other enhancements to developer-facing tools.

Google Play preps a new full-screen app discovery feature and adds more developer tools

Soon, Android users will be able to drag and drop AI-generated images directly into their Gmail, Google Messages and other apps.

Gemini on Android becomes more capable and works with Gmail, Messages, YouTube and more

Veo can capture different visual and cinematic styles, including shots of landscapes and timelapses, and make edits and adjustments to already-generated footage.

Google Veo, a serious swing at AI-generated video, debuts at Google I/O 2024

In addition to the body of the emails themselves, the feature will also be able to analyze attachments, like PDFs.

Gemini comes to Gmail to summarize, draft emails, and more

The summaries are created based on Gemini’s analysis of insights from Google Maps’ community of more than 300 million contributors.

Google is bringing Gemini capabilities to Google Maps Platform

Google says that over 100,000 developers already tried the service.

Project IDX, Google’s next-gen IDE, is now in open beta

The system effectively listens for “conversation patterns commonly associated with scams” in-real time. 

Google will use Gemini to detect scams during calls

The standard Gemma models were only available in 2 billion and 7 billion parameter versions, making this quite a step up.

Google announces Gemma 2, a 27B-parameter version of its open model, launching in June

This is a great example of a company using generative AI to open its software to more users.

Google TalkBack will use Gemini to describe images for blind people

Google’s Circle to Search feature will now be able to solve more complex problems across psychics and math word problems. 

Circle to Search is now a better homework helper

People can now search using a video they upload combined with a text query to get an AI overview of the answers they need.

Google experiments with using video to search, thanks to Gemini AI

A search results page based on generative AI as its ranking mechanism will have wide-reaching consequences for online publishers.

Google will soon start using GenAI to organize some search results pages

Google has built a custom Gemini model for search to combine real-time information, Google’s ranking, long context and multimodal features.

Google is adding more AI to its search results

At its Google I/O developer conference, Google on Tuesday announced the next generation of its Tensor Processing Units (TPU) AI chips.

Google’s next-gen TPUs promise a 4.7x performance boost

Google is upgrading Gemini, its AI-powered chatbot, with features aimed at making the experience more ambient and contextually useful.

Google’s Gemini updates: How Project Astra is powering some of I/O’s big reveals

Veo can generate few-seconds-long 1080p video clips given a text prompt.

Google’s image-generating AI gets an upgrade