In the decade since the discovery of Rowhammer, GPUhammer is the first variant to flip bits inside discrete GPUs and the ...

Deep neural networks are at the heart of artificial intelligence, ranging from pattern recognition to large language and ...

For decades, scientists have looked to light as a way to speed up computing. Photonic neural networks—systems that use light ...

AI can mimic human behavior but lacks meaningful engagement with the world. This disconnect inspired the course and was shaped by the ideas of 20th-century German philosopher Martin Heidegger. His ...

Instead of applying the two-step algorithmic memory retrieval on the rather static energy landscape of the original Hopfield network model, the researchers describe a dynamic, input-driven mechanism.

In 1982 physicist John Hopfield translated this theoretical neuroscience concept into the artificial intelligence realm, with the formulation of the Hopfield network. In doing so, not only did he ...

Instead of applying the two-step algorithmic memory retrieval on the rather static energy landscape of the original Hopfield network model, the researchers describe a dynamic, input-driven mechanism.

In 2024, Hopfield and his fellow AI pioneer Geoffrey Hinton received the Nobel Prize in Physics for their work on the statistical physics of neural networks. The prize came as a surprise to many; ...

Princeton's John Hopfield, the 2024 Nobel Laureate in Physics, and alumnus Fei-Fei Li of the Class of 1999 were two of seven winners cited as pioneers in the machine learning that is driving AI ...

Hinton and Hopfield's path to the Nobel began when Hopfield, who is now a professor emeritus at Princeton University, invented a network in 1982 that could store and reconstruct images in data.

John Joseph Hopfield, a renowned physicist, is known for his Hopfield network and contributions to artificial neural networks, winning the 2024 Nobel Prize.

Hopfield and Hinton's groundbreaking work in artificial neural networks paved the way for modern AI applications like ChatGPT.