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09/08/2023
Meta predictive learning model of natural languages
Large language models based on self-attention mechanisms have achieved a...
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12/06/2022
Statistical mechanics of continual learning: variational principle and mean-field potential
An obstacle to artificial general intelligence is set by the continual l...
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08/21/2022
Emergence of hierarchical modes from deep learning
Large-scale deep neural networks consume expensive training costs, but t...
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02/07/2021
Ensemble perspective for understanding temporal credit assignment
Recurrent neural networks are widely used for modeling spatio-temporal s...
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01/10/2020