neural

15 Articles
AI model based on neural oscillations delivers stable, efficient long-sequence predictions
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AI model based on neural oscillations delivers stable, efficient long-sequence predictions

Schematic drawing of the proposed Linear Oscillatory State-Space model (LinOSS). Credit: arXiv (2024). DOI: 10.48550/arxiv.2410.03943 Researchers from MIT’s Computer Science and Artificial Intelligence...

Novel out-of-core mechanism introduced for large-scale graph neural network training
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Novel out-of-core mechanism introduced for large-scale graph neural network training

Schematic Diagram: Capsule System Workflow Framework. Credit: Image by USTC A research team has introduced a new out-of-core mechanism, Capsule, for large-scale GNN...

Neural network learns to hesitate for improved accuracy
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Neural network learns to hesitate for improved accuracy

Credit: Pixabay/CC0 Public Domain Researchers from the Skoltech AI Center, together with colleagues from the Institute for Information Transmission Problems of the Russian...

Neural networks can recognize production processes by video to enhance industrial safety and efficiency
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Neural networks can recognize production processes by video to enhance industrial safety and efficiency

Collected processes examples. Credit: IEEE Access (2025). DOI: 10.1109/ACCESS.2025.3545768 A research team from the Skoltech AI Center and Samara University have developed a...

Combining photonic neural networks with distributed acoustic sensing for infrastructure monitoring
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Combining photonic neural networks with distributed acoustic sensing for infrastructure monitoring

By directly leveraging light signals received from distributed acoustic sensing systems, the proposed photonic neural network architecture provides massive gains in accuracy and...

Researchers teach neural networks to add clouds and snow to images
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Researchers teach neural networks to add clouds and snow to images

Credit: Unsplash/CC0 Public Domain Nikita Belyakov and Svetlana Illarionova, researchers from the Skoltech AI Center, presented a new method for semantic segmentation of...

One-step 3D microelectrode technology for neural interfaces developed
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One-step 3D microelectrode technology for neural interfaces developed

Pusan National University researchers developed a novel microelectrothermoforming (μETF) technique to fabricate flexible microelectrode arrays (MEAs) with 3D structures. This one-step process improves...

Dual-domain architecture shows almost 40 times higher energy efficiency for running neural networks
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Dual-domain architecture shows almost 40 times higher energy efficiency for running neural networks

AnDi hybrid computing system for complex FP-based regression neural network inference. Credit: Ze Wang, Tsinghua University. Many conventional computer architectures are ill-equipped to...

Neural network cuts cost of engineering simulations
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Neural network cuts cost of engineering simulations

An example of TEECNet model structure with 3 hidden layers and hidden layer dimension of 32. Credit: Journal of Computational Physics (2024). DOI:...