Probabilistic photonic computing for AI
Rao, Q. & Frtunikj, J. Deep learning for self-driving cars: chances and challenges. In 2018 IEEE/ACM 1st International…
Scientists discover 3-eyed sea predator from 506 million years ago; it used to fly underwater
Scientists have discovered a small three-eyed predator called Mosura fentoni. Nicknamed the “sea moth”, the creature lived in…
Aston University spearheads UK neuromorphic computing centre
Led by Aston University and backed by £5.6m in funding from the UKRI Engineering and Physical Sciences Research…
Parameter-efficient diffusion with neural cellular automata
This chapter describes the development and evaluation of two new denoising-diffusion models based on Neural Cellular Automata (NCA):…
Thermodynamic computing system for AI applications
The Stochastic Processing Unit We now introduce our stochastic processing unit (SPU), which is depicted in the left…
Germany and Europe lead digital innovation and AI with collaborative health data use at continental level
Bienzeisler et al.1 show how federated access to 7.9 million data sets representing 2 million patients enables the…
Benchmarking the performance of quantum computing software for quantum circuit creation, manipulation and compilation
Test suite The organization of Benchpress is shown in Extended Data Fig. 1. The test suite does not…
Integrating physical units into high-performance AI-driven scientific computing
Mathematical operations for physical dimensions and units In the dimensional analysis of physical units, fundamental operations include addition,…
Microsoft quantum computing ‘breakthrough’ faces fresh challenge
A physicist has cast doubt on a test that underlies a high-profile claim by Microsoft to have created…
Unconditional advantage of noisy qudit quantum circuits over biased threshold circuits in constant depth
Background In this paper, we consider classes of shallow-depth quantum circuits—circuits of constant depth independent of the input…