neuroscience

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Employee talent predictor retrain.ai raised another $7M, adds Splunk as strategic investor

Automation will displace 85 million jobs while simultaneously creating 97 million new jobs by 2025, according to the World Economic Forum. Although that sounds like good news, the hard reality is that millions of people will have to retrain in the jobs of the future.

A number of startups are addressing these problems of employee skills, and are looking at talent development, neuroscience-based assessments and prediction technologies for staffing. These include Pymetrics (raised $56.6 million), Eightfold (raised $396.8 million) and EmPath (raised $1 million). But this sector is by no means done yet.

Retrain.ai bills itself as a “Talent Intelligence Platform”, and it’s now closed an additional $7 million from its current investors Square Peg, Hetz Ventures, TechAviv, .406 Ventures and Schusterman Family Investments. It’s also now added Splunk Ventures as a strategic investor. The new round of funding takes its total raised to $20 million.

Retrain.ai says it uses AI and machine learning to help governments and organizations retrain and upskill talent for jobs of the future, enable diversity initiatives, and help employees and jobseekers manage their careers.

Dr. Shay David, co-founder and CEO of retrain.ai said: “We are thrilled to have Splunk Ventures join us on this exciting journey as we use the power of data to solve the widening skills gap in the global labor markets.”

The company says it helps companies tackle future workforce strategies by “analyzing millions of data sources to understand the demand and supply of skill sets.”

The new funding will be used for U.S. expansion, hiring talent and product development.

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CorrActions raises $2.7M to help avoid errors in human-machine interactions

CorrActions, a noninvasive neuroscience startup that uses sensor data to evaluate a user’s cognitive state due to drowsiness, alcohol, fatigue and other issues, today announced that it has raised a $2.7 million seed round. Early-stage fund VentureIsrael, seed fund Operator Partners and the Israeli Innovation Authority are backing the company, which is based out of OurCrowd’s Labs/02 incubator.

The idea here is to use touch sensors wherever humans may interact with machines, be that in a fighter jet’s cockpit, a car or anywhere else where knowing a user’s cognitive state could prevent potentially catastrophic errors. CorrActions promises that its proprietary algorithms can identify the user’s cognitive state and detect errors 150 milliseconds before they occur by “decoding unconscious brain signals through body motion monitoring.” For the most part, the system is use-case agnostic since it’s basically a generic platform that is independent of where it is implemented.

“Using sensors that already exist in nearly every electronic device like smartwatches, smartphones and even steering wheels and joysticks, CorrActions is the first in the world to be able to read a person’s cognitive state at any given moment by analyzing micro changes in their muscular activity,” explained Eldad Hochman, the company’s co-founder and CSO. “It is enough for the person to come in contact with an electronic device for two minutes and we can accurately quantify cognitive state and even predict a rapid deterioration, which may lead to failure or accidents. We can see this coming seconds before it occurs. This means that we can quantify the level of fatigue, intoxication, exhaustion or lack of concentration at any given moment.”

A lot of modern cars already feature sensors that can monitor your alertness, of course, and so it’s maybe no surprise that CorrActions is already working on proofs of concept with a few players in the automotive industry. In addition, it is also working on projects with the defense industry to show that its systems can assess a pilot’s performance, for example. But Hochman also believes that the company’s algorithms may be able to alert athletes or the elderly when they may be at risk of injury and falls.

The company says it will use the new funding to further develop its algorithms and support its current deployment partners, especially in the automotive industry.

“We are developing, and already seeing significant results for a technology which has the potential to save companies man-hours and money by preventing basic operational errors,” said CorrActions co-founder and CEO Zvi Ginosar. “Moreover, the application of our platform can be used to save lives, and prevent thousands of accidents and errors. In the next months we hope to be able to report more ground-breaking results and proof of concept trials, and this funding will greatly help us reach this goal.”

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6 investment trends that could emerge from the COVID-19 pandemic

Rocio Wu
Contributor

Rocio Wu is a venture partner at F-Prime Capital who focuses on early-stage investments in software/applied AI, fintech and frontier tech investments.

While some U.S. investors might have taken comfort from China’s rebound, we still find ourselves in the early innings of this period of uncertainty.

Some epidemiologists have estimated that COVID-19 cases will peak in April, but PitchBook reports that dealmaking was down -26% in March, compared to February’s weekly average. The decline is likely to continue in coming weeks — many of the deals that closed last month were initiated before the pandemic, and there is a lag between when deals are made and when they are announced.

However, there’s still hope. A recent report concluded that because valuations are lower and there’s less competition for deals, “the best-performing vintages tend to be those that invest at the nadir of a downturn and into the early stage of recovery.” There are countless examples from the 2008 recession, including many highly valued VC-backed businesses such as WhatsApp, Venmo, Groupon, Uber, Slack and Square. Other early-stage VCs seem to have arrived at a similar conclusion.

Also, early-stage investing seems more resilient. During the last recession, angel and seed activity increased 34% as interest in the stage boomed during a period of prolonged growth.

Furthermore, there is still capital to be deployed in categories that interested investors before the pandemic, which may set the new order in a post-COVID-19 world. According to data provider Preqin Ltd., VC dry powder rose for a seventh consecutive year to roughly $276 billion in 2019, and another $21 billion were raised last quarter. And looking at the deals on the early-stage side that were made year to date, especially in March, the vertical categories that garnered the most funding were enterprise SaaS, fintech, life sciences, healthcare IT, edtech and cybersecurity.

Image Credits: PitchBook

That said, if VCs have the capital to deploy and are able to overcome the obstacle of “having never met in person,” here are six investment trends that could emerge when the pandemic is over.

1. Future of work: promoting intimacy and trust

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Eight Sleep CEO says his startup is more than a mattress company

Matteo Franceschetti, CEO of Eight Sleep, would prefer that you don’t call his startup a mattress company.

Eight Sleep does sell mattresses, albeit smart ones packed with sensors and temperature regulation controls. The company has raised north of $70 million from backers including Founders Fund and Khosla Ventures. A great deal of this funding surrounds the idea that there is more untapped potential in the sleep economy than existing players in the space have been able to imagine.

While Franceschetti says he intends for his company to remain private for the “foreseeable future,” Eight Sleep is in a less-than-comfortable spot following Casper’s botched IPO last week. Though Casper’s stock popped on its first day of trading, the process of pricing its shares ended up leaving its private investors a bit less than ecstatic. Casper debuted trading at a value of $575 million, a far cry from the $1.1 billion private market valuation it had previously achieved.

Franceschetti has been aiming to transform Eight Sleep into a company more focused on a robust tech platform than your average bed-in-a-box company. The startup’s initial effort, a smart sleep cover for your existing mattress, evolved into a mattress with a layer of sensors that then transformed into a sensor-laden mattress with a heating and cooling unit, called “The Pod.” The company’s product development has aimed to build out a more end-to-end platform for sleep, something Franceschetti says has made him reticent to compare his company to other direct-to-consumer mattress companies.

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As Alzheimer’s costs soar, startups like Neurotrack raise cash to diagnose and treat the disease

As studies show that early diagnosis and preventative therapies can help prevent the onset of Alzheimer’s, startups that are working to diagnose the disease earlier are gaining more attention and funding.

That’s a boon to companies like Neurotrack, which closed on $21 million in new financing led by the company’s previous investor, Khosla Ventures, with participation from new investors Dai-ichi Life and SOMPO Holdings.

Last year, the Japanese life insurance company Dai-ichi Life partnered with Neurotrack to roll out a cognitive assessment tool to the company’s customers in Japan.

And earlier this year, the Japanese health insurer SOMPO conducted a 16-week pilot with Neurotrack, where more than 550 of SOMPO’s employees took Neurotrack’s test and followed the Memory Health Program for four months. Neurotrack and SOMPO are now working to deepen and extend their partnership.

“As the global crisis around Alzheimer’s continues to grow, the private sector is joining government and nonprofits to address the problem in their markets. In Japan, for example, traditional insurance companies are developing novel solutions that incorporate Neurotrack’s products to advance better memory health among its population,” said Elli Kaplan, Neurotrack co-founder and CEO. “These partnerships are innovative models that we hope to replicate in other markets, enabling traditional insurance companies to create new markets while helping to address the Alzheimer’s crisis. And now they’re also investing in our company, so these companies have two ways of doing well by doing good.”

Neurodegenerative disorders are becoming a more serious issue for the island nation — and the rest of the world. In fact, over the weekend the G20 first raised the possibility that aging populations could be a global risk.

“Most of the G20 nations already experience or will experience ageing,” Bank of Japan governor Haruhiko Kuroda, told reporters from Agence France Presse. “We need to discuss problems that arise with societal ageing and how to deal with them.”

In the U.S., the estimated cost of caring for Americans with Alzheimer’s and other dementias was an estimated $277 billion in 2018, according to a study cited by WebMD. Roughly $186 billion of those costs are borne by Medicare and Medicaid, with another $60 billion in payments coming out-of-pocket. That number could top $1.1 trillion by 2050, according to the same report.

Neurotrack uses cognitive assessments that follow eye movements using the camera on a computer or mobile phone to create a baseline for cognitive functions. The company then uses a combination of brain training and diet, exercise and sleep adjustments to try to improve cognitive function and health.

Its technology is one of several different approaches startups are taking to try to provide early diagnoses and potential preventative measures against the disease.

MyndYou, another company tackling neurodegenerative diagnostics, uses an app to monitor movement among its users. The company assesses that data to determine whether there may be any issues related to cognitive function. It recently partnered with the Japanese company Mizuho to test its efficacy among Japan’s aging population.

Then there’s Altoida, another startup that launched recently to tackle the cognitive assessment market. It uses augmented reality and a series of memory tests to assess brain function and attempt to detect neurodegeneration.

Neurotrack’s technology, based on research from Emory University, has managed to attract more than just Japanese corporations. Previous investors like Sozo Ventures, Rethink Impact, AME Cloud Partners and Salesforce founder Marc Benioff have also thrown cash behind the company.

To date, the company has raised more than $50 million, including $6.8 million in grants from the National Institutes of Health and National Institute of Aging.

The company said its new investment will be used to develop new partnerships in additional global markets and continue research and development.

“One can now feel empowered to test for potential memory decline, given that Neurotrack’s Memory Health Program can help stave off cognitive decline. This fully integrated platform enables users to assess the state of their memory, reduce future risk for decline, and monitor progress in order to take better control of one’s memory health. We combine these tools with deep analytics to further target and personalize, creating a very powerful precision medicine solution,” said Kaplan. “Just as when you go on a diet, you use a scale to provide evidence that you’re losing weight. Neurotrack now has the equivalent of both a scale to measure and the Memory Health Program for cognitive health. This is a game-changer for dementia risk.”

Japan has national efforts targeting a reduction in the onset of dementia in 6% of people in their 70s by 2025 (the country has the world’s largest population of the elderly, with more than 20% of the country over the age of 65). Roughly 13 million people are expected to develop Alzheimer’s in Japan by 2025.

Part of the company’s success in fundraising comes from the results of a preliminary study that showed improved cognitive functions for people diagnosed with some decline in cognitive function after a year of using Neurotrack’s Memory Health Program. The company claims it has the the first fully integrated, clinically validated platform that can assess a person’s cognition through its cognitive assessment — which can predict conversion from healthy to mild cognitive impairment (MCI) or MCI to Alzheimer’s disease within three years at 89% accuracy, and within six years at 100% accuracy.

While that kind of assessment is good, Alzheimer’s symptoms can begin to appear as early as 25 years before the onset of the disease. So there’s still work to be done.

“Neurotrack has built an incredible integrative platform that is transforming our battle with Alzheimer’s,” said Jenny Abramson, founder and managing partner of Rethink Impact. “Elli’s two decades of experience in the private sector and in government are helping her scale this solution to the millions of people suffering from cognitive decline around the world. We couldn’t be more excited to continue to support Neurotrack, given both the financial opportunity and the impact they are already having on this critical disease.”

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This jolly little robot gets goosebumps

Cornell researchers have made a little robot that can express its emotions through touch, sending out little spikes when it’s scared or even getting goosebumps to express delight or excitement. The prototype, a cute smiling creature with rubber skin, is designed to test touch as an I/O system for robotic projects.

The robot mimics the skin of octopi which can turn spiky when threatened.

The researchers, Yuhan Hu, Zhengnan Zhao, Abheek Vimal and Guy Hoffman, created the robot to experiment with new methods for robot interaction. They compare the skin to “human goosebumps, cats’ neck fur raising, dogs’ back hair, the needles of a porcupine, spiking of a blowfish, or a bird’s ruffled feathers.”

“Research in human-robot interaction shows that a robot’s ability to use nonverbal behavior to communicate affects their potential to be useful to people, and can also have psychological effects. Other reasons include that having a robot use nonverbal behaviors can help make it be perceived as more familiar and less machine-like,” the researchers told IEEE Spectrum.

The skin has multiple configurations and is powered by a computer-controlled elastomer that can inflate and deflate on demand. The goosebumps pop up to match the expression on the robot’s face, allowing humans to better understand what the robot “means” when it raises its little hackles or gets bumpy. I, for one, welcome our bumpy robotic overlords.

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Neurable nets $2 million to build brain-controlled software for AR and VR

neurable As consumers get their first taste of voice-controlled home robots and motion-based virtual realities, a quiet swath of technologists are thinking big picture about what comes after that. The answer has major implications for the way we’ll interact with our devices in the near future. Spoiler alert: We won’t be yelling or waving at them; we’ll be thinking at them. That answer… Read More

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Halo is building a wearable to make athletes better, stronger, faster

Halo Neuroscience Halo Neuroscience wants to build a new category of wearable. Not for passively tracking human activity, as so many existing wearables are, but for actively and positively influencing physical abilities — or that’s the claim — using an existing neurostimulation technique called transcranial direct current stimulation. The team demoed their wearable on stage today, here at… Read More

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