Input-Output Equivalence of Unitary and Contractive RNNs

Melikasadat Emami, Mojtaba Sahraee Ardakan, Sundeep Rangan, Alyson K. Fletcher

Oct-3-2025, 07:38:17 GMT–Neural Information Processing Systems

When the transition matrix has an induced norm greater than one, the RNN may become unstable.

machine learning, natural language, rnn, (18 more...)

Neural Information Processing Systems

Oct-3-2025, 07:38:17 GMT

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Technology:
- Information Technology > Artificial Intelligence
  - Machine Learning > Neural Networks
    - Deep Learning (1.00)
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Input-Output Equivalence of Unitary and Contractive RNNs

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