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Geometric deep learning, from Euclid to drug design


“Symmetry, as wide or as narrow as you may define its meaning, is one idea by which man through the ages has tried to comprehend and create order, beauty, and perfection.” This poetic definition comes from the great mathematician Hermann Weyl, credited with laying the foundation of our modern theory of the universe. Another great physicist, Philip Anderson, said that “it is only slightly overstating the case to say that physics is the study of symmetry.” In mathematics, symmetry was crucial in the foundation of geometry as we know it in the 19th century. Now it could have a similar impact on another emerging field. Deep Learning success in recent decades are significant – from revolutionising data science to landmark achievements in computer vision, board games and protein folding. At the same time, a lack of unifying principles makes it is difficult to understand the relations between different neural network architectures resulting in the reinvention and re-branding of ....

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ForSight Robotics Raises $10 Million from Eclipse Ventures and Mithril Capital in Seed Round


Press release content from Business Wire. The AP news staff was not involved in its creation.
ForSight Robotics Raises $10 Million from Eclipse Ventures and Mithril Capital in Seed Round
March 11, 2021 GMT
ForSight Robotics is developing a next-generation miniature robotic system to help democratize ophthalmic surgery worldwide. Pictured above is a component of the robot prototype. (Photo: Business Wire)
ForSight Robotics is developing a next-generation miniature robotic system to help democratize ophthalmic surgery worldwide. Pictured above is a component of the robot prototype. (Photo: Business Wire)
YOKENEAM, Israel (BUSINESS WIRE) Mar 11, 2021
ForSight Robotics today announced the company is developing a surgical robotic platform that will transform the future of ophthalmic surgery with a $10 million seed round led by Eclipse Ventures and joined by Mithril Capital. ....

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ForSight raises $10M seed round to bring robotics to eye surgery


Mar 11, 2021 10:20am
ForSight Robotics platform aims to provide surgeons with full freedom of movement while manipulating tools with precise movements amounting to a few microns, combined with 3D imaging and real-time guidance. (ForSight Robotics)
One of the benefits of surgical robotics is the potential to bring standardized precision to procedures performed almost anywhere and by almost anyone. However, most systems have focused on everything below the neck.
ForSight Robotics aims to bring the same advantages to eye surgery and has raised $10 million to embark on building a miniaturized system with the goal of bringing vision-correcting procedures to a wider population. ....

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