Performance capacity of a complex neural network

Caption

July 12, 2023• Physics 16, 108 A new theory allows researchers to determine the ability of arbitrarily complex neural networks to perform recognition tasks on data with complex structure. solvod/stock.adobe.com Figure 1: Researchers have developed a method that allows them to determine the performance capability of a complex neural network. solvod/stock.adobe.com Figure 1: Researchers have … Read more

Unraveling a quantum puzzle: how tantalum improves qubit performance

Quantum processor technology

Scientists have found that tantalum, a superconducting metal, significantly improves the performance of qubits in quantum computers. Using X-ray photoelectron spectroscopy, they found that the tantalum oxide layer on the qubits was not uniform, prompting further investigations into how to modify these interfaces to improve overall device performance. Researchers decode the chemical profile of surface … Read more