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Synchronization in neural nets: Mathematical insight into neuron readout drives significant improvements in prediction accuracy
Researchers applied the mathematical theory of synchronization to clarify how recurrent neural networks (RNNs) generate predictions, revealing a certain map, based on the generalized synchronization, ...
The superstar tidying guru who transformed our homes: How Marie Kondo's 'Life-Changing Magic' cast its spell
Decluttering expert Marie Kondo's best-selling book The Life-Changing Magic of Tidying Up was a global phenomenon, changing ...
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A Deeper Analysis of Nvidia RTX 50 Blackwell GPU Architecture
Nvidia introduced the Blackwell GPU architecture to support the next generation of RTX 50-series g. This new architecture builds upon the Ada Lovelace design, offering enhancements aimed at improving ...
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ISM: Intra-Class Similarity Enhances Time Series
Time series augmentation possessing the dual strategy is essential in successfully applying deep models in time series classification. Mainly, it ...
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ISM: Intra-class similarity mixing for time series augmentation
This paper aims to improve the feature diversity of training samples while expanding the data scale by mixing the locally ...