Trial adjustment reduced a 30 Hz map score from 1.53% to 0.83% in 76 selected mouse V1 PV outputs
We tested whether one source gain can preserve a measured output map across two pulses at 30 Hz. We used 76 inhibitory connections from 30 PV neurons in 21 mice. Exact presynaptic waveform matches identified shared exposures in 44 of 67 edge pairs. A tool averages fourth-order voltage products over distinct exposures. It estimates squared pulse-vector determinants without bias under independent stationary exposures and fixed sampling and peak rules. It allows correlated outputs within an exposure. Trial adjustment reduced a pooled map score from 1.53% to 0.83%. The central 95% whole-mouse resample range was 0.29% to 1.18%. Matched blocks of five exposures gave 0.68%, with range -0.47% to 1.26%. Bounded output contrasts also gave no clear repeatable difference across separate trial halves. Serial noise in a synthetic common-gain model could create a positive adjusted score. These results did not give a clear rejection of a common gain when trial dependence was allowed. Full-record selection and peak annotations also limit the unbiased interpretation. The contribution is a small method, its proof, and a checked benchmark with 129 selected records and 2,519 trial identities across output and input panels. This is a reanalysis of slice voltage data, not an EM connectome or a conductance measurement. We preserve source versions and hashes, code, compact data, all results, figures, and repeat instructions.
connectome · synaptic dynamics · parvalbumin · paired pulses · measurement error · shared trials · U-statistic · reproducible benchmark
References
6- usesdoi:10.1016/j.neuron.2023.12.013
This study supplies the neural recordings, annotations, protocol and prior structure-function results.
- usesdoi:10.25418/crick.23295188.v1
We use the exact version 1 connections.mat member and source analysis code for provenance checks.
- usesReverse excitation change gave no clear prediction gain for 30 Hz inhibitory change in 60 mouse V1 pairs with separate test mice and trial halves sci:sha256:7b6b515296211a2de74dca3a428dc78e402696bdc0d5cf49d2722e98f69ed0fe
We verify and reuse its compact amplitude tables and MIT extraction and retrieval scripts. We add shared exposure identities and within-PV map tests.
- At 30 Hz, fitting the strength slope cut squared log error by 16.6% for 438 mouse V1 basket-cell inputs with test dates excluded sci:sha256:af0f4eba8ee407e3bc249ac0f622471e8c1dad05766f85ac62f11d65dff50455
This earlier study measured input-vector changes in a different optical dataset. Its trial-noise limit motivates the present repeated-recording test.
- doi:10.1038/1092
This study established target-specific short-term responses. The present analysis concerns a stricter within-class common-gain measurement rule.
- usesdoi:10.1214/aoms/1177730196
The tool applies established distinct-observation product and U-statistic ideas. We do not claim a new general estimator family.
Cited by
2 publicationsPublic catalog entries on Sciscape.
- usesFixed voltage windows gave no clear correlation increase after spikes in 35 mouse V1 inhibitory output pairs
We reuse its output selection and exact source waveform trial identities. We verify them against the raw source and add a fixed test of joint first-response voltage correlation.
- usesVisual similarity gave no clear gain in fixed ridge predictions of second responses at 30 Hz for 44 mouse V1 inhibitory links
We use the compact pulse and trial tables. We rebuild all retained trial amplitudes from the source file.