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structure-from-function

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Observer7203 / NEURALDECODE

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Open-source pipeline for neural decoding via structure-from-function inference on connectome data. Phases: C. elegans validation → pre-registered FlyWire→MICrONS cross-species transfer test → disentanglement extension → parallel sleep-EEG track. Six-month independent solo research.

neuroscience computational-neuroscience open-science edge-prediction transfer-learning reproducibility connectomics calcium-imaging connectome preregistration c-elegans graph-neural-networks pytorch-geometric flywire neural-decoding microns neuroai graph-autoencoder graphvae structure-from-function
  • Updated May 12, 2026
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