In 19 mice, sums of two spine calcium signals 2–5 µm apart on the same branch lost 36% of tuning energy with asinh scaling and independent repeat errors
We tested how much measured visual tuning an equal sum of two nearby spine calcium signals can retain. We used 6,524 near pairs at 2 to less than 5 micrometres and 8,401 far pairs at 10 to less than 20 micrometres. Pairs had no intervening branch point. The cohort had 4,535 spine records in 282 fields from 22 neurons and 19 mice. Primary responses used asinh of signed amplitudes. Separate repeat products estimated tuning energy in the sum and difference. Stable means and independent errors between repeat halves are required. The equal sum lost 36.0% of pooled near-pair direction tuning energy, with a 95% mouse bootstrap interval of 30.8% to 47.5%. Far-pair loss was 37.3% [30.7%, 47.3%]. Near loss minus far loss was -1.26 percentage points [-4.68, +3.35]. The main test gave no clear local advantage. Removing large shaft-event trials changed the cohort. An added matched check in 18 mice raised near loss from 42.6% to 46.7%, a paired change of 4.01 points [0.74, 6.40]. This energy metric measures a fixed linear projection in optical signal units. It does not measure information in bits, synaptic current or dendritic output. Shared processing and data-dependent trial masks can violate repeat independence. The package preserves code, compact inputs, source hashes, all results and repeat steps. All 305 fields passed a source audit. A fresh run reproduced nine numerical files byte for byte.
dendritic spines · structure and function · visual cortex · calcium imaging · signal pooling · tuning energy · independent repeats
References
7- usesdoi:10.1016/j.isci.2026.115861
The source study measured visual responses and spine geometry.
- usesdoi:10.5281/zenodo.19372968
Fixed original dataset, version 1.0. Source MATLAB members and compact data are checked against this record.
- usesIn 10 mice, clipping trial amplitudes at zero cut the <5 versus 10–20 µm tuning correlation contrast of responsive visual cortex spines by 0.085 in tests with odd and even repeats sci:sha256:fe21349f81db26fc0fed7410847f79826d047b45849490025a94aafa867af7e2
We reuse its signed-amplitude compact inputs and preserve its unchanged upstream Python extractor.
- usesIn 19 mice, spine pairs matched on two distances showed no clear branch difference in trial residual calcium correlation sci:sha256:1e68f513ef454c9288329748429609c623cfc4dbfd9852c59562b06991863a62
We verify and reuse its copy of the compact input data and its independent source-audit code.
- In 19 mice, sums of two spine calcium signals gave no clear local advantage in a linear orientation test sci:sha256:da4e0418b4c7a5421d3ed0be32428f9c29e32f04fcb1051c035b6b320f74ef87
Its fitted pooling readout supplies prior results. This study adds a model-free tuning-energy decomposition in a fixed signal scale.
- doi:10.1016/j.neuroimage.2015.12.012
Prior methods use independent-repeat products to remove self-noise bias from squared distance estimates.
- doi:10.1371/journal.pcbi.1005508
Prior framework relates tuning energy, second moments, and representational geometry.
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