The sign is not in the picture: a default sign rule and the olfactory runaway of a whole-brain fly model (research snapshot, 30 September 2026)

Dated snapshot of an independent research project on the fruit-fly connectome. Whole-brain models built on the FlyWire connectome need a sign (excitatory or inhibitory) for every neuron; these signs come from a machine classifier and a convention. In a published whole-brain model (Shiu et al. 2024), one olfactory receptor neuron activates 97% of the antennal-lobe projection neurons (first observed 24 September 2026). The cause is the default given to the 150 antennal-lobe local neurons that receive no transmitter prediction ("no call → excitatory"). The model's sense of smell depends on how much of the local neurons' output is excitatory, not on which cells carry it. Given a real fly's receptor responses (Seki et al. 2017), the published signs reproduce the real projection-neuron responses at r = 0.28, a laboratory-informed prior at r = 0.70. Every test was pre-registered in a hash-frozen file, and every number is linked to the script output that prints it. Work in progress, not peer reviewed.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-09-30
DOI
https://doi.org/10.5281/zenodo.23047885
Primary Topic
Neurobiology and Insect Physiology Research
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
article

The sign is not in the picture: a default sign rule and the olfactory runaway of a whole-brain fly model (research snapshot, 30 September 2026)

Shakib hawoladher
Zenodo (CERN European Organization for Nuclear Research)
Neurobiology and Insect Physiology Research
article

The sign is not in the picture: a default sign rule and the olfactory runaway of a whole-brain fly model (research snapshot, 30 September 2026)

Shakib hawoladher
article en

Abstract

Dated snapshot of an independent research project on the fruit-fly connectome. Whole-brain models built on the FlyWire connectome need a sign (excitatory or inhibitory) for every neuron; these signs come from a machine classifier and a convention. In a published whole-brain model (Shiu et al. 2024), one olfactory receptor neuron activates 97% of the antennal-lobe projection neurons (first observed 24 September 2026). The cause is the default given to the 150 antennal-lobe local neurons that receive no transmitter prediction ("no call → excitatory"). The model's sense of smell depends on how much of the local neurons' output is excitatory, not on which cells carry it. Given a real fly's receptor responses (Seki et al. 2017), the published signs reproduce the real projection-neuron responses at r = 0.28, a laboratory-informed prior at r = 0.70. Every test was pre-registered in a hash-frozen file, and every number is linked to the script output that prints it. Work in progress, not peer reviewed.

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 18%
Neurobiology and Insect Physiology Research
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

The sign is not in the picture: a default sign rule and the olfactory runaway of a whole-brain fly model (research snapshot, 30 September 2026) — Shakib hawoladher · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS