Our papers are the official record of our discoveries. They allow others to build on and apply our work. Each paper is the result of many months of research, so we make a special effort to make them clear, beautiful and inspirational, and publish them in leading journals.
As the maximum age of a population decreases, it grows slower but converges faster, favouring programmed death in a changing environment.
The ability of deep neural networks to generalize can be unraveled using path integral methods to compute their typical Boolean functions.
With inspiration from Maxwell’s classic thought experiment, it is possible to extract macroscopic work from microscopic measurements of photons.
When networks come under attack, a repairable architecture is superior to, and globally distinct from, an architecture that is robust.
The transition from solid to hollow beams changes the scaling of stability versus loading analogously to increasing the hierarchical order by one.