Visual similarity after mean time course removal was linked to strength in 52 mouse V1 inhibitory connections; estimates within mice were uncertain
We tested whether the mean time course across visual stimuli explains a known relation between response similarity and synaptic strength. We used paired visual and synaptic measurements from Znamenskiy and colleagues. We split response cosine into a mean time course term and a stimulus-specific term. Both terms kept the original norms. The main panel had 52 PV-to-pyramidal connections from 18 mice. The model controlled for the mean time course term and soma distance. The specific term had a positive relation to log response magnitude. A 0.1 increase gave a fitted magnitude ratio of 1.45. Its 95% whole-mouse bootstrap range was 1.15 to 1.90. Adding the specific term reduced mean squared prediction error from 0.0937684 to 0.0816261. Each test mouse was excluded from training. The error reduction was 12.9%. A bootstrap with model refits gave a range from a 7.3% error increase to a 35.8% reduction. Thus, prediction benefit remained uncertain. An added control gave each mouse a separate baseline strength. The inhibitory ratio then fell to 1.16, with a range of 0.88 to 1.79. The data did not establish a relation within mice. Five planned inhibitory checks kept positive point coefficients. The stricter responsiveness cutoff left a range across zero. A secondary excitatory sample gave a less precise relation. The full-cosine predictor had lower error than the split model. This exploratory result shows a positive combined-sample relation after mean time course and distance controls. It does not establish a causal wiring rule. The package preserves code, source hashes, derived response arrays, results, bootstrap draws, figures, and repeat instructions. Large raw files remain at the pinned external source.
visual cortex · PV interneuron · synaptic strength · stimulus specificity · response time course · structure and function · paired recording · animal holdout · reproducible reanalysis
References
2- usesdoi:10.1016/j.neuron.2023.12.013
We reanalyze its matched visual response and paired synaptic recording measurements and reproduce its main sample counts and correlations.
- usesdoi:10.25418/crick.23295188.v1
The pinned version 1 source files provide raw patch traces, visual trial response matrices, matching metadata, and the released source methods.
Cited by
5 publicationsPublic catalog entries on Sciscape.
- Joint visual response terms gave an uncertain 12% strength prediction gain in 52 mouse V1 inhibitory connections
This earlier analysis removes the mean response time course. We further split stimulus effects into separate features and joint effects.
- Adding trial residual correlation gave no clear gain in a fixed strength prediction test of 52 mouse V1 inhibitory connections with test mice excluded
This prior analysis separated stimulus-specific mean responses from shared mean time courses. Our test asks about residual activity across repetitions.
- At 30 Hz, local voltage products fell while total peak products had no clear fall in 60 reciprocal PV–pyramidal pairs from mouse V1
This new SCI work uses the same source V1 recordings to separate visual similarity components. Our present analysis tests pulse-dependent reciprocal voltage products. The studies share biological data.
- Free cell terms in each direction leave no visual matching contrast in 92 detected mouse V1 connections
This prior study tests visual matching after removal of a shared mean time course.
- Visual similarity was linked to common voltage strength in 31 selected reciprocal pairs from mouse V1
Prior response-component analysis with uncertain within-mouse estimates. We retain a planned within-mouse check.