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F-008 / Preprint

Self-stabilising, auditable brain-computer-interface decoders

Treats decoders as programs: diagnoses drift, repairs from about 30 s of data with label-free correction, and compiles to dependency-free streaming Rust.

Treats decoders as programs. It diagnoses where they drift, repairs them from about 30 s of data with label-free correction on human intracortical data (FALCON H1), compiles them to dependency-free streaming Rust, and certifies the algorithm small RNNs actually run.

Cite this entry

@misc{tbc_neural_decompile,
  title = {Self-stabilising, auditable brain-computer-interface decoders},
  author = {{TBC Research}},
  note = {F-008, catalogue version 1},
  howpublished = {\url{https://tbcresearch.org/research/neural-decompile/}},
  doi = {10.5281/zenodo.19339860}
}
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