This paper presents a hybrid deep-learning approach to malware detection that employs the use of a diverse set of eight unique malware datasets. Figure 1 shows a visual illustration of the process of the proposed paradigm. Figure 1 Proposed BEFSONet malware detection model. In the first step, the datasets are loaded into data frames and …
Generative AI can create images from written prompts, which the art world has had a mixed response to, according to artists and gallerists CNBC spoke to. Some are concerned about intellectual property and the impact on creativity, while also welcoming the potential of generative AI. Search engine Have I Been Trained lets people see whether …
1711812150-0/Neuromorphic-Vision-sensor-(1)1711812150-0.png "Pakistani researcher achieves milestone in artificial vision")
Device enables neuromorphic functions for vision sensors such as sensing, learning, memorising, and decision-making BEIJING: Dr Ali Imran and Prof Xu Mingsheng have recently invented a Neuromorphic Vision sensor at Zhejiang University, China in collaboration with international scientists from the State University of New York, United States of America, National Institute for Materials Science, Japan and …
We employed both a scenarios approach and fsQCA to estimate the impact of digital infrastructure on carbon emissions in China. While the scenarios approach involves a comprehensive exploration of key factors (e.g., PUE, green electricity, etc.) that influence carbon emissions across the entire EWCRT Project, the fsQCA focuses on the configurational relationships of these key …
Kudryashov, N. A. Analytical solutions of the Lorenz system. Regul. Chaotic Dyn. 20(2), 123–133. https://doi.org/10.1134/S1560354715020021 (2015). Article ADS MathSciNet Google Scholar Bougoffa, L., Al-Awfi, S. & Bougouffa, S. A complete and partial integrability technique of the Lorenz system. Res. Phys. 9, 712–716. https://doi.org/10.1016/j.rinp.2018.03.031 (2018). Article Google Scholar Algaba, A., Fernández-Sánchez, F., Merino, M. & Rodríguez-Luis, …
This section describes the experiments and the results. Experiment preparation In our approach, a dataset comprising 6000 images has been used to train the autoencoder. The trained model will be used in the experiments to perform dimensionality reduction with the image data at the edge. The training performed on a machine has the following benefits: …
In 2022, 96% of young people aged 16-29 years in the EU reported using the internet every day, compared with 84% of the adult population. Daily internet use among young people was above 94% in all EU countries. The lowest shares were recorded in Italy and Bulgaria at 94%, and the highest at 100% in …
A micropore device Micropores (3 µm in diameter) were fabricated on a 50 nm-thick silicon nitride film cast on a silicon substrate. The silicon substrate was sandwiched between a 25 mm × 25 mm 0.5-mm-thick plastic channel. This structure is termed “a micropore module” or “a module” (Fig. 1a, b). Bacterial suspensions (18 µL) in 1× phosphate buffered saline (PBS) and PBS (15 …
McMaster University’s Jonathan Stokes is one of the researchers who developed a new generative AI model which can design new antibiotics to stop the spread of one of the world’s most dangerous antibiotic-resistant bacteria. Credit: McMaster University Researchers at McMaster University and Stanford University have invented a new generative artificial intelligence model that can design …
Download the Nature Podcast 20 March 2024 In this episode: 00:48 How mysterious skyrmions could power next-generation computers Skyrmions are tiny whirlpools of magnetic spin that some researchers believe have useful properties that could unlock new kinds of computing. However getting skyrmions to perform useful computational tasks has been tricky. Now researchers have developed a …