Neuromorphic computers, inspired by the architecture of the human brain, are proving surprisingly adept at solving complex ...

The world’s first neuromorphic supercomputer is moving closer to reality after researchers at Sandia National Laboratories ...

A new technical paper titled “Solving sparse finite element problems on neuromorphic hardware” was published by researchers ...

Abstract: There has been significant recent work on solving PDEs using neural networks on infinite dimensional spaces. In this talk we consider two examples. First, we prove that transformers can ...

The researchers’ device applies principles of neural networking to an optical framework. As a wave encoded with a PDE passes through the ONE’s series of components, its properties gradually shift and ...