Brown Engineers Beat the Dead Layer for Low-Power AI Chips

Brown Engineers Beat the Dead Layer for Low-Power AI Chips
The crystal structure of bismuth ferrite (BiFeO3), the multiferroic material at the center of the Brown study. Image: Nan Wang and Ya Yang, via Wikimedia Commons, CC BY 4.0. AI's appetite for electricity has become one of technology's defining problems. Better algorithms help, but some of the biggest long-term gains could come from rethinking the materials inside chips. Engineers at Brown University reported on October 28, 2026 that they have solved a long-standing obstacle for one promising...
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A Laser Phase Plate Lets Cryo-EM See Proteins Too Small to Image

A Laser Phase Plate Lets Cryo-EM See Proteins Too Small to Image
Illustration of a cryo-transmission electron microscope, the class of instrument the laser phase plate upgrades. Image: Ryan Kissinger, courtesy of NIAID, via Wikimedia Commons, public domain. Cryo-electron microscopy (cryo-EM) has transformed how scientists see the molecules of life, earning its pioneers the 2017 Nobel Prize in Chemistry. Yet it has a stubborn blind spot: most human proteins are too small to image clearly. Physicists at the University of California, Berkeley, have now built ...
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‘CANOO’ – Pickup Trucks

Canoo is an American automotive startup based in Torrance, California that develops and manufactures electric vehicles, and plans to sell a lifestyle vehicle in the year 2022. The company also plans to produce commercial electric vehicles such as vans for vehicle rental and ride sharing services.. The company has engineering services located in Torrance, California, near Los Angeles, California. The company has developed breakthrough Multi-Purpose Platforms and digital ecosystems that are re...
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AI / ML Resources – Labeling Tools

SuperAnnotateis an end-to-end image and video annotation platform that streamlines and automates computer vision workflows.Backed by renowned professors Pieter Abbeel and Trevor Darrell, SuperAnnotate is helping companies build and boost their computer vision pipelines.The tool offers both vector annotations (boxes, polygons, lines, ellipses, keypoints with templates and cuboids) and pixel-wise annotation with a brush. It provides both image and video annotations. SuperAnnotate also provides...
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‘Khan Lab’ a hub of multiple innovation in field of sensor development and systems for precision health and psychiatry

The Khan Lab at the University of Southern California focuses on sensors and systems for precision health and psychiatry. We are part of the USC Institute for Technology and Medical Systems (ITEMS), a joint Keck-Viterbi initiative on medical devices, with presence in both USC Viterbi School of Engineering and Keck School of Medicine of USC. 2022 A flexible electronic strain sensor for the real-time monitoring of tumor progressionAlex Abramson, Carmel Chan, Yasser Khan, Al...
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Sinogene Pet Cloning Biotechnology

It offers pet cloning services where your pet is genetically preserved and created by using stored cell line. As the science of pet cloning has progressed from the past years, Sinogene provides a platform of gene edition technology, DNA preservation, DNA preservation, and cloning of cat, dog and horse. They are complied with EU regulatory standards and China Animal Welfare Legislation to maintain trust and ensure integrity with customers and society. The gene preservation (GP) consist...
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‘ProtonVPN’ – Free VPN that make online privacy accessible to all

PrtonVPN is a free VPN solution that sends internet traffic through an encrypted VPN tunnel, so that passwords and confidential data stay safe, even over public or untrusted Internet connections. It keeps your browsing history private. As a Swiss VPN provider, it does not log user activity or share data with third parties. Their anonymous VPN service enables Internet without surveillance. It's goal is to make online privacy accessible to all. To do this, they have focused on making the ad...
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Augmented Reality Navigation Systems 

When GPS was invented in 1978 and made available to the public in the following decade, navigation changed profoundly. As it guides automobiles, airplanes, and ships at sea, GPS has had a tremendous impact on how we get around. However, there are still challenges to be overcome. How can augmented reality be used to guide users in indoor and outdoor environments? Augmented reality allows for powerful and intuitive solutions in navigation. By showing virtual guides in physical space through th...
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Apple ARKit 6 – augmented reality apps development kit that leverages Plane Estimation and Motion Capture, and add AR Location Anchors

ARKit 6 introduces the option to capture a 4K video feed using the back camera during an ARKit session. 4K video is perfect for apps that integrate virtual and real-world content together for video creation, such as social media, professional video editing, and film production apps. Requires iPhone 11 or later or iPad Pro (5th generation). ARKit 6 introduces 4K video, so you can capture stunning high-resolution videos of AR experiences — perfect for professional video editing, film produ...
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‘Grand-Challenge.org’ – A  open source platform for end-to-end development of machine learning solutions in biomedical imaging.

Grand Challenge is open source. It was largely written by research software engineers from the Diagnostic Image Analysis Group at Radboud University Medical Center. Radboud University Medical Center is also the responsible entity for the website https://grand-challenge.org. Grand Challenge was developed in 2010 to make it easy for organizers of challenges to set up a website for a particular challenge and to bring all information on challenges in the domain of biomedical image analysis avail...
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GAN – Generative Adversarial Networks

A generative adversarial network, or GAN, is a deep neural network framework which is able to learn from a set of training data and generate new data with the same characteristics as the training data. Generative modeling is an unsupervised learning task in machine learning that involves automatically discovering and learning the regularities or patterns in input data in such a way that the model can be used to generate or output new examples that plausibly could have been drawn from the ori...
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‘Pudu – FlashBot’  Building Delivery Robot

Pudu Robotics is a world-leading tech-focused enterprise dedicated to the design, R&D, production and sales of commercial service robots FlashBot, the latest industry-leading robot with advanced IoT technology solution for building delivery service, featuring intelligent auto-building delivery service that can take the elevator to provide the safe and reliable room delivery, enabling digital management and services of hotels and office buildings for contactless delivery of customer-order...
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Tencent’s Ethereal Audio Lab – open-source technology

Tencent’s Ethereal Audio Lab (TEALab) believe that the open-source technology and has made many solutions available as open-source. These include - Tencent Meeting provides an easy-to-use, smooth, secure and reliable cloud-based high-definition video conferencing solution that enables customers and users to host or join meetings anytime, anywhere. During the coronavirus outbreak, Tencent Meeting is providing free services and connecting users all over. https://tencent-meeting.updatest...
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MIT engineers develop stickers that can see inside the body. New stamp-sized ultrasound adhesives produce clear images of heart, lungs, and other internal organs.

Ultrasound imaging is a safe and noninvasive window into the body’s workings, providing clinicians with live images of a patient’s internal organs. To capture these images, trained technicians manipulate ultrasound wands and probes to direct sound waves into the body. These waves reflect back out to produce high-resolution images of a patient’s heart, lungs, and other deep organs. Currently, ultrasound imaging requires bulky and specialized equipment available only in hospitals and doctor’s ...
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‘Scewo’ – The new generation electric wheelchair that can also climb stairs

Scewo is the only company in the world to manufacture an electric wheelchair that drives on two wheels and can climb stairs. Founded in 2017 based on a former student project of the Swiss Federal Institute of Technology (ETH) and Zurich University of the Arts (ZHdK), Scewo enables wheelchair users to discover places in new ways. They believe in an everyday life in which people with restricted mobility can discover the world more independently and in new ways. It achieves this by combining ex...
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Butterfly Amicus Prime Table Tennis Robot

Amicus Robots are designed for a realistic gaming and training experience with high-technology and extensive functionality. Depending on specific demands, all models are suited to players - from amateur to professional. According to the former German national coach, Richard Prause, robot training can be a useful addition to every-day training to players who want to learn faster. Butterfly table tennis robots can help you reach the top of your game. Many several different models of table tenn...
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‘Pupil-labs’ – deep learning powered eye tracking glasses to help gain instant insight into human behavior.

Pupil Labs has an eye tracking hardware and software. Their tools make the hidden patterns of human behavior visible and actionable. It empower researchers. With Pupil Invisible they have developed a new approach to mobile eye tracking that is powered by a novel end-to-end gaze estimation pipeline. You can put on the glasses and you will get gaze data immediately. Wear Put on the glasses and launch the Invisible Companion app. Capture Observe real-time gaze behavior, record, and...
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‘Pupil’ spatial data company that creates 3D reconstruction and scene-understanding system takes real-world spaces and makes them digital.

Pupil's 3D reconstruction and scene-understanding system takes real-world spaces and makes them digital. Hyper accurate. Incredibly robust. Game changing. Pupil is a spatial data company. Pupil is a British property technology company that produces a spatial data product called, Spec. Spec uses artificial intelligence to measure residential property interiors and can produce floor plans, 3D digital twins, and virtual tours. The company is based in London. Pupil reality capture process...
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University College London has developed software (MotionInput v3) to make computer use more accessible using Voice, facial expressions, gesture, eye movement…

Researchers at University College London have developed software that lets users control a computer using voice, facial expressions, hand gestures, eye movements, and larger body motions. The software, called MotionInput, was developed to enable touchless computing for a variety of purposes, from making computers easier to use for people with disabilities, to aiding professionals who have their hands full, like surgeons. The software, which is now onto the third version, is available to d...
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‘ARC Studio’ – on-line collaborative screenwriting software

Arc Studio - on-line collaborative screenwriting software Our mission is to help teams organize their ideas and help guide their writing process as they develop stories together, with as little friction as possible. Formatting is only the starting point; collaboration and the exchanging of ideas should be central to this process. It's a virtual writers’ room that allows Everybody to be on the same page, collaborating in real time. You can Invite co-writers with a simple click. Get in-line...
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‘LittleOne.Care’ – AI Based Infant monitoring that listens to sounds and movements and suggests what the infant is experiencing

LittleOne.Care has developed an artificial intelligence system that monitors, tracks, and displays babies' quality of life 24/7 - anywhere, no matter the care institution. Monitoring is based on algorithms and neuron networks, with no radiation and no transmission. The device picks up all the sounds and movements made by the infant, performs an analysis, and suggests conclusions about what the infant is experiencing throughout the day. The data can also be used for early detection of potenti...
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‘Hypervsn’ SmartV – 3D holographic display that provides an immersive experience for viewers

Hypervsn SmartV creates, manage and display stunning high-definition detailed 2D and 3D content, which appears to be floating in mid-air. The HYPERVSN SmartV Platform also opens up the possibility of interactive holographic content, as the SmartV platform is built on Android, which means 3D content can be rendered in real-time and respond back to the audience in real-time depending on various inputs such as voice and motion control – and customers can develop custom applications for their br...
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‘OxfordVR’ uses virtual reality headsets for immersive treatments for Mental Illness and behavioral health

OxfordVR uses virtual reality headsets to guide patients through everyday situations like going to a store, riding a bus, or visiting a doctor’s office which can cause fear and anxiety for those suffering from psychosis. The prescription service relies on automated prompts to deliver cognitive behavior therapy (CBT), a form of talk therapy that tries to teach skills to manage or modify behavior, over a six-week course. Studies have demonstrated VR’s extraordinary potential to deliver rapid, ...
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Camero-Tech’s ‘Xaver 1000’ – real-time detection of objects behind walls and building

Xaver 1000 is a AI based device that is radar capable of seeing through walls. High-resolution images of live objects can be seen down to the level of individual body parts too even if targets are sitting, standing, or lying down. It will provide armed forces, law enforcement agencies, intelligence units, and first responders with unmatched operating capabilities to see through the wall. The system creates an unprecedented situational awareness 3D visual picture of objects behind wall...
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Osaka University have developed a robot ‘deity’ that preaches Buddha’s scripture in Japanese temple

Osaka University have developed a robot 'deity' that preaches Buddha's scripture in Japanese temple Inside Kodaiji Temple KYOTO Japan - Inside the temple stands Mindar, a robot 6-foot-4-inch, 132-pound 'priest'. This robot is able to delivers a poignant sermon, hand gesture and has piercing gaze. Mindar delivers a poignant sermon on one of the most-read Buddhist scriptures, the Heart Sutra. The sermon is indistinguishable from the one given by the usual priest — until visitors n...
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keenon robot – indoor intelligent service robot.

Keenon Robotics Co., Ltd. is the global leading AI company focusing on indoor intelligent service robot. They are the expert in the field of indoor autonomous driving and provide brand new intelligent unmanned delivery solutions for our customers. Their products are mainly applied in fields such as catering, medical care, hotels, entertainment, retail, venues, government affairs, offices, real estate, communities, banking, posts, finance, insurance, airports, stations, etc. Delivery...
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Amazon Astro – Household Robot

Amazon Astro is a home robot for home security monitoring, remote care of elderly relatives, and as a virtual assistant that can follow a person from room to room. Amazon Astro uses advanced navigation technology to find its way around your home and go where you need it. When you're not using Astro, it will hang out close by at the ready. Astro navigates quickly and gracefully through your ever-changing home using advanced learning algorithms and sensor fusion. Astro moves around objects ...
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AMMotion’s -perimeter wire free robot lawn mower

KUMAR - KUMAR is the battery-powered commercial robotics lawn mower with industrial remote control. The KUMAR is the top-of-the-line choice for professionals to manage the task of mowing lawn and weed for the medium and large size of lawn, such as park, garden, forestry, and more complex terrains and slopes. Meet KUMAR Robotic Mower and free up your hand and the cost of mowing. KUMAR possesses the powerful AWD System to easily conquered challenging garden scenes such as slopes, river ...
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‘Remini’ AI Photo Enhancer – Turns low-resolution, blurred, pixelated, old and damaged photos into HD, with sharp and clear facial focus.

Remini AI Photo Enhancer - Turns low-resolution, blurred, pixelated, old and damaged photos into HD, with sharp and clear facial focus. AI Photo Enhancer With One Click, Remini's photo enhancer helps you improve, sharpen and unblur your photo instantly. Remini uses state-of-the-art Artificial Intelligence to unblur, restore, and enhance any image you want. Take your old memories and give them a new lease of life in stunning, crystal clear HD. Turn facial photo into high-definition...
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‘Evolv’ weapons detection system combines powerful sensor technology with proven artificial intelligence (AI)

Evolv weapons detection system combines powerful sensor technology with proven artificial intelligence (AI), security ecosystem integrations, and comprehensive venue analytics to ensure safer, more accurate threat detection at an unprecedented speed and volume. Evolv Express accelerates physical security screening while maintaining the highest degree of weapons detection accuracy. It eliminates the friction that visitors, fans, patrons, employees and students typically experience moving ...
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