Preregistration: Natural versus artificial rewiring of the Drosophila head-direction connectome

Trained recurrent networks constrained by the Drosophila head-direction circuit lose heading memory when 10-25% of their connections are rewired. Wiring differences between individual flies, measured across four connectomes (male CNS, hemibrain, FlyWire, BANC), are of similar size. We test whether networks trained on one fly's wiring keep working on another fly's wiring without retraining (a wiring transplant), at the cell-type and neuron level, whether failure scales with wiring distance between flies, and whether trained networks maintain heading with a ring-like slow manifold.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-10-15
DOI
https://doi.org/10.5281/zenodo.23382485
Primary Topic
Memory and Neural Mechanisms
Type
article
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article

Preregistration: Natural versus artificial rewiring of the Drosophila head-direction connectome

MD ALI ASHRAF YAD
Zenodo (CERN European Organization for Nuclear Research)
Memory and Neural Mechanisms
article

Preregistration: Natural versus artificial rewiring of the Drosophila head-direction connectome

MD ALI ASHRAF YAD
article en

Abstract

Trained recurrent networks constrained by the Drosophila head-direction circuit lose heading memory when 10-25% of their connections are rewired. Wiring differences between individual flies, measured across four connectomes (male CNS, hemibrain, FlyWire, BANC), are of similar size. We test whether networks trained on one fly's wiring keep working on another fly's wiring without retraining (a wiring transplant), at the cell-type and neuron level, whether failure scales with wiring distance between flies, and whether trained networks maintain heading with a ring-like slow manifold.

Zenodo (CERN European Organization for Nuclear Research)
Xiaomi (China) (CN)
Openalex Percentile: Top 14%
Memory and Neural Mechanisms
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