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Neural Networks Discover Shared Learning Geometry

Neural Networks Discover Shared Learning Geometry
miragenews.com - get the latest breaking news, showbiz & celebrity photos, sport news & rumours, viral videos and top stories from miragenews.com Daily Mail and Mail on Sunday newspapers.

Itay griniastyJialin maoJames sethnaPratik chaudhariRubing yangProceedings of the national academy sciencesMarkk transtrum at brigham young universityOffice of naval researchAmazon web servicesUniversity of pennsylvania school arts sciencesCornell universityUniversity of pennsylvania school engineeringNational science foundationHan kheng teoh at cornell universityNational institutes of healthPenn engineers

AI s Learning Path: Surprising Uniformity Across Neural Networks

Neural networks, regardless of their complexity or training method, follow a surprisingly uniform path from ignorance to expertise in image classification tasks.

Itay griniastyIan schefflerPratik chaudhariRubing yangJames sethnaJialin maoHan kheng teoh at cornell universityUniversity of pennsylvania school arts sciencesUniversity of pennsylvania school engineeringCornell universityMarkk transtrum at brigham young universityNational science foundationNational institutes of healthAmazon web servicesUniversity of pennsylvaniaOffice of naval research

Hidden geometry of learning: Neural networks think alike

Hidden geometry of learning: Neural networks think alike
sciencedaily.com - get the latest breaking news, showbiz & celebrity photos, sport news & rumours, viral videos and top stories from sciencedaily.com Daily Mail and Mail on Sunday newspapers.

James sethnaPratik chaudhariJialin maoProceedings of the national academy sciencesUniversity of pennsylvania school arts sciencesNational academyAssistant professorSystems engineeringGeneral roboticsJames gilbert white professorPhysical sciencesCornell universityApplied mathematicsComputational sciencePennsylvania school

Not-Quite Magic Oxygen-28 Observed for the First Time

According to the traditional model of nuclear shells, oxygen-28 is expected to be a doubly magic nucleus with 20 neutrons and 8 protons. However, an experiment

South koreaDeutsche forschungsgemeinschaftInnovation fund of hungaryOffice of scienceNational science foundationNational researchUs department of energy office scienceGerman federal ministry for educationGerman research foundationNational supercomputer centreUs department of energySwedish research councilInstitute for basic science in koreaCroatian science foundationOak ridge national laboratoryEuropean research council

Not-Quite Magic Oxygen-28 Observed for the First Time

According to the traditional model of nuclear shells, oxygen-28 is expected to be a doubly magic nucleus with 20 neutrons and 8 protons. However, an experiment

South koreaDeutsche forschungsgemeinschaftGerman federal ministry for educationGerman research foundationUs department of energy office scienceNational researchNational science foundationOffice of scienceInnovation fund of hungaryOffice of nuclear physicsEuropean research councilCroatian science foundationOak ridge national laboratoryInstitute for basic science in koreaSwedish research councilUs department of energy