Neural Wave Machines: Learning Spatiotemporally Structured Representations with Locally Coupled Oscillatory Recurrent Neural Networks

Thomas Anderson Keller, M. Welling
2/12/2026

No official code found. Best implementation: akandykeller/NeuralWaveMachines (77 stars, last commit 2023-05-30).

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Official Implementation of the ICML 2023 paper: "Neural Wave Machines: Learning Spatiotemporally Structured Representations with Locally Coupled Oscillatory Recurrent Neural Networks"

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@article{keller2026neural,
  title  = {Neural Wave Machines: Learning Spatiotemporally Structured Representations with Locally Coupled Oscillatory Recurrent Neural Networks},
  author = {Thomas Anderson Keller and M. Welling},
  year   = {2026},
  url    = {https://api.semanticscholar.org/CorpusID:c5083ad33f313b987903e519f81b88154a02c020},
  journal = {ICML 2023 2023}
}

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