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2024 Nobel prize: John J Hopfield and Geoffrey E Hinton receive Physics award for 'machine learning with artificial neural networks'

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The Nobel prize in Physics 2024 has been awarded to John J Hopfield and Geoffrey E Hinton “for foundational discoveries and inventions that enable machine learning with artificial neural networks.”

The 2024 Nobel Prize laureates in Physics utilized tools from their field to develop methods that have significantly contributed to the foundation of modern machine learning.

John Hopfield created a framework capable of storing and reconstructing information, while Geoffrey Hinton developed a technique that enables the independent discovery of properties within data, which is crucial for today’s large artificial neural networks.

While computers themselves cannot think, they can now replicate functions such as memory and learning, thanks to the advancements made by this year's laureates. By applying fundamental concepts and methods from physics, they have designed technologies that leverage network structures to process information effectively.

All about Nobel prize in Physics

  • From 1901 to 2023, the Nobel Prize in Physics has been awarded 117 times to a total of 225 laureates. Notably, John Bardeen is the only recipient to have won the prize twice, in 1956 and 1972. This brings the total number of individuals who have received the Nobel Prize in Physics to 224.
  • The youngest Nobel laureate is Lawrence Bragg. He received the prize in 1915 “for their services in the analysis of crystal structure by means of X-rays”
  • The Royal Swedish Academy of Sciences was assigned to award the Nobel Prizes in Physics and Chemistry, the Karolinska Institutet was chosen for the Nobel Prize in Physiology or Medicine, the Swedish Academy for the Nobel Prize in Literature, and a committee of five members elected by the Norwegian Parliament (Storting) for the Nobel Peace Prize.
  • In 1968, Sveriges Riksbank established the Sveriges Riksbank Prize in Economic Sciences in Memory of Alfred Nobel, with the Royal Swedish Academy of Sciences tasked with selecting the laureates starting in 1969.
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