IEEE

Deep Networks as Denoising Algorithms: Sample-Efficient Learning of Diffusion Models in High-Dimensional Graphical Models

Abstract: We investigate the efficiency of deep neural networks for approximating scoring functions in diffusion-based generative modeling. While existing approximation theories leverage the ...

Google claims its latest quantum algorithm can outperform supercomputers on a real-world task

Researchers from Google Quantum AI report that their quantum processor, Willow, ran an algorithm for a quantum computer that ...

Algorithm maps genetic connection between Alzheimer's and specific neurons

The number of people living with dementia worldwide was estimated at 57 million in 2021 with nearly 10 million new cases ...

Google says it has developed landmark quantum computing algorithm

Google said it has developed a computer algorithm that points the way to practical applications for quantum computing and ...

Google has a useful quantum algorithm that outperforms a supercomputer

A few years back, Google made waves when it claimed that some of its hardware had achieved quantum supremacy, performing ...
IEEE

Connectivity Matrices and Tree Search Strategy Based Wireless Sensor Networks Reliability Measures

Abstract: This paper presents a matrix-based approach for evaluating $\mathrm{k}$-coverage probability and reliability in Wireless Sensor Networks (WSNs). The proposed method computes twoterminal ...