Tools & Libraries

WireType

Jamie Wilson (@JamieWilson0209)

Research code for a preprint that asks whether wiring alone identifies a neuron well enough to guess its transmitter, and whether that carries from one fly volume to another. Each neuron becomes 31 connectivity numbers (degree, weights, random-walk return, trophic level, local motifs), the neuron and its 64 strongest partners become 65 tokens, and a four-block attention encoder is trained on one volume's labels then applied frozen to the other. It runs FlyWire v783 and MaleCNS v1.0 in both directions and keeps two control arms: the encoder at initialisation, and a probe on the training target.

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WireType

#neurotransmitter-prediction#transformer#transfer-learning#fafb#malecns#research-code

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