2 papers
cs.NE2025
Dense Associative Memories with Analog Circuits
Marc Gong Bacvanski, Xincheng You, John Hopfield +1
The increasing computational demands of modern AI systems have exposed fundamental limitations of digital hardware, driving interest in alternative paradigms for efficient large-sc…
q-bio.NC2012
Rapid, parallel path planning by propagating wavefronts of spiking neural activity
Filip Ponulak, John J. Hopfield
Efficient path planning and navigation is critical for animals, robotics, logistics and transportation. We study a model in which spatial navigation problems can rapidly be solved…