Engineering
Imagine a vast volume of porous sandstone reservoir, once full of oil and natural gas, now full of a different carbon-free fuel—hydrogen. Scientists at Sandia National Laboratories are using computer simulations and laboratory ...
Apr 9, 2024
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44
Engineering
Every day, a significant amount of data related to weather, traffic, and social media undergo real-time processing. In traditional cloud computing, this processing occurs on the cloud, raising concerns about issues such as ...
Jan 11, 2024
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48
Computer Sciences
Reservoir computing is a promising computational framework based on recurrent neural networks (RNNs), which essentially maps input data onto a high-dimensional computational space, keeping some parameters of artificial neural ...
Engineering
The brain comprises billions of interconnected neurons that transmit and process information and allow it to act as a highly sophisticated information processing system. To make it as efficient as possible, the brain develops ...
Jun 29, 2023
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142
Engineering
Industrial-scale injection of gases into geological rock reservoirs is of increasing importance for the energy sector for uses ranging from flushing out remaining fossil fuels to locking away CO2 emissions and preventing ...
Dec 7, 2022
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9
Hardware
A large percentage of energy used today is consumed in the form of electrical power for processing and storing data and for running the relevant terminal equipment and devices. According to predictions, the level of energy ...
Dec 6, 2022
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238
Electronics & Semiconductors
Reservoir computing is an emerging computation framework based on the use of recurrent neural networks (i.e., networks in which data persists or reoccurs in patterns). This framework has the potential of reducing the time ...
Electronics & Semiconductors
Reservoir computing (RC) is an approach for building computer systems inspired by current knowledge of the human brain. Neuromorphic computing architectures based on this approach are comprised of dynamic physical nodes, ...
Computer Sciences
Artificial intelligence (AI) is fast becoming ubiquitous in modern society and will feature a broader implementation in the coming years. In applications involving sensors and Internet-of-Things devices, the norm is often ...
Apr 28, 2022
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28
Robotics
Reservoir computing is a highly promising computational framework based on artificial recurrent neural networks (RNNs). Over the past few years, this framework was successfully applied to a variety of tasks, ranging from ...
