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At a 20 ms time constant floor, removal of same-type T4 excitation reduced gain but kept 4 Hz direction selectivity in 13 units of nine fly visual models

We tested the role of recurrent excitation in 50 released flyvis 1.2.0 models. The primary set used the ten models with the lowest source task loss. Thirteen central T4a/T4b units from nine models met fixed response and tuning limits for opposite 4 Hz gratings. We removed the four same-type T4 connection rules and kept all other parameters fixed. With a 20 ms time constant floor, preferred response gain fell in all 13 units. The median retained gain was 0.718. All 13 kept their preferred direction and a two-direction Fourier index of at least 0.10. The mean index changed from 0.417 to 0.385, but five individual indices increased. Removing Mi4 input increased median preferred gain to 2.916 and left only three units above the same direction index limit. A finer solver step and the original finite eye kept all 13 T4-removal tuning calls. Native 5 ms settings gave the same qualitative result. Across all 50 models, same-type T4 removal kept positive direction preference in all 54 qualifying units; 50 kept the tuning limit. Gain fell in 52. These are fixed model results, not measurements from flies. They separate a consistent recurrent gain effect from a variable effect on direction contrast. The package preserves source archives, data provenance, code, traces, figures and repeat instructions.

connectome · Drosophila · motion detection · T4 · Mi4 · recurrent excitation · causal intervention · flyvis · model validation · direction selectivity

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References

7
  1. usesdoi:10.1038/s41586-024-07939-3

    We use the released fitted fly visual models and test their T4 and Mi4 mechanism.

  2. usesWith uniform light, a periodic 380-state model kept central flash differences below 5% in 42 of 50 released fly visual models sci:sha256:400f9ab8187c4ab82dfa987c0a11715359f7f37a694758d1ae41739def0cad75

    We reuse verified graph and parameter arrays. We check them against the upstream archives.

  3. usesAt a 20 ms time constant floor, boundary wrap changed maximum absolute voltage after 20 s of gray input from 2.4e24 to 18 in fly model 032 and from 9 to 7.1e23 in model 049 sci:sha256:88a08559339de85ec957aefc43ed7f649abdc194dceca5383d66b9e3e76928f8

    We reuse source decoding code and the exact spatial quotient. We test the finite eye separately.

  4. usesWith fixed time constants of at least 20 ms, 20 ms Euler steps gave a median peak ratio of 3.15 to the ODE reference for 80 ms flashes in 50 fly vision models sci:sha256:bdbdca23db9cc1f72911df47ee6d8811457cf17227bde2d71375971f73ae8bdb

    Its solver tests guide the fixed time constant floor and finer-step control.

  5. doi:10.1016/j.neuron.2017.03.010

    The input silencing experiments provide context for the Mi4 connection removal.

  6. doi:10.1016/j.cub.2022.06.075

    The study links input dynamics and redundant inhibition to T4 motion tuning.

  7. doi:10.1242/dev.205238

    The study tests T4 function after developmental removal of neighboring T4 cells. Its intervention differs from ours.

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