Corpus ID: 195317051

Neural Stored-program Memory

@article{Le2020NeuralSM,
  title={Neural Stored-program Memory},
  author={Hung Le and T. Tran and S. Venkatesh},
  journal={ArXiv},
  year={2020},
  volume={abs/1906.08862}
}

Hung Le, T. Tran, S. Venkatesh

Published 2020

Computer Science, Mathematics

ArXiv

Neural networks powered with external memory simulate computer behaviors. These models, which use the memory to store data for a neural controller, can learn algorithms and other complex tasks. In this paper, we introduce a new memory to store weights for the controller, analogous to the stored-program memory in modern computer architectures. The proposed model, dubbed Neural Stored-program Memory, augments current memory-augmented neural networks, creating differentiable machines that can… CONTINUE READING

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