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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 franciscoUnited statesNoord brabantJames sethianWiskunde informaticaOlivia jainSimon moCarolyn larabellNational centerComputational research divisionMathematics for energy research applicationsOffice of scienceDepartment of energyScale dense convolution neural networksUniversity of californiaScale dense convolution neural network

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 statesJonathan zehrTyler coaleCarolyn larabellBerkeley lab biosciences areaUniversity of californiaNational centerBerkeley labValentina loconte berkeley labSanta cruzBiosciences areaX 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 franciscoUnited statesComunidad autonoma de catalunaCarolyn larabellMark le grosArctic oceanTylerh coaleAxel ekmanJonathanp zehrFranciscom cornejo castilloMasao adachiShunyan cheungKyoko haginoTomohiro nishimuraKeisuke inomuraJian hua chen

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 catalunaUnited statesValentina loconteKyoko haginoCarolyn larabellArctic oceanJonathan zehrTyler coalePacific oceanSimons foundationLawrence berkeley national laboratory labNational centerBerkeley labNational instituteNational taiwan ocean universityUniversity of rhode island

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
yahoo.com - get the latest breaking news, showbiz & celebrity photos, sport news & rumours, viral videos and top stories from yahoo.com Daily Mail and Mail on Sunday newspapers.

United statesTyler coaleJonathan zehrCarolyn larabellNational centerUniversity of californiaBerkeley lab biosciences areaSanta cruzBerkeley labBiosciences areaX ray tomography