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A new approach to machine learning image analysis learns much more quickly and requires far fewer images

By reducing the amount of required training images and increasing the size of images that can be processed, the new architecture can be used to answer important questions in many research fields. ....

University Of California San Francisco , United States , Noord Brabant , James Sethian , Wiskunde Informatica , Olivia Jain , Simon Mo , Carolyn Larabell , National Center , Computational Research Division , Mathematics For Energy Research Applications , Office Of Science , Department Of Energy , Scale Dense Convolution Neural Networks , University Of California , Scale Dense Convolution Neural Network , Berkeley Lab , Computational Imaging Group , Lawrence Berkeley National Laboratory , Proceedings Of The National Academy Sciences , Advanced Mathematics , Energy Research Applications , Computational Research , National Academy , Centrum Wiskunde , Labeled Image Data Engine ,

For the first time in one billion years, two lifeforms have truly merged into one organism

For the first time in one billion years, two lifeforms have truly merged into one organism
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United States , Jonathan Zehr , Tyler Coale , Carolyn Larabell , Berkeley Lab Biosciences Area , University Of California , National Center , Berkeley Lab , Valentina Loconte Berkeley Lab , Santa Cruz , Biosciences Area , X Ray Tomography ,

A Decades-Long Mystery – Discovery of "Nitroplast" Challenges Modern Textbooks

Modern biology textbooks assert that only bacteria can take nitrogen from the atmosphere and convert it into a form that is usable for life. Plants that fix nitrogen, such as legumes, do so by harboring symbiotic bacteria in root nodules. But a recent discovery upends that rule. In two recent pap ....

San Francisco , United States , Comunidad Autonoma De Cataluna , Carolyn Larabell , Mark Le Gros , Arctic Ocean , Tylerh Coale , Axel Ekman , Jonathanp Zehr , Franciscom Cornejo Castillo , Masao Adachi , Shunyan Cheung , Kyoko Hagino , Tomohiro Nishimura , Keisuke Inomura , Jian Hua Chen , Jonathan Zehr , Pacific Ocean , Valentina Loconte , Yoshihito Takano , Bieke Vanslembrouck , Tyler Coale , Kochi University , Cell Division , Lawrence Berkeley National Laboratory , University Of Rhode Island ,

Scientists Discover First Nitrogen-Fixing Organelle

After years of work, an international team found evidence that a once-independent nitrogen-fixing microbe has become a permanent resident within algae cells ....

Comunidad Autonoma De Cataluna , United States , Valentina Loconte , Kyoko Hagino , Carolyn Larabell , Arctic Ocean , Jonathan Zehr , Tyler Coale , Pacific Ocean , Simons Foundation , Lawrence Berkeley National Laboratory Lab , National Center , Berkeley Lab , National Institute , National Taiwan Ocean University , University Of Rhode Island , Massachusetts Institute Of Technology , Office Of Science , Department Of Energy , Environmental Research , Kochi University , University Of California , Berkeley Lab Advanced Light Source , Berkeley Lab Biosciences Area , Massachusetts Institute , Del Mar ,

For the first time in one billion years, two lifeforms truly merged into one organism

For the first time in one billion years, two lifeforms truly merged into one organism
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United States , Tyler Coale , Jonathan Zehr , Carolyn Larabell , National Center , University Of California , Berkeley Lab Biosciences Area , Santa Cruz , Berkeley Lab , Biosciences Area , X Ray Tomography ,