Dendritic spike emergence plane fit.

<p>We created multiple input–output curves by varying the average synaptic activity (w), the number of synapses on the dendritic segment (N), and Δ<i>E</i><sub>K</sub><sup>+</sup>, in the point-neuron model, while having dendritic spike occurrence (V<sub>m</sub> above –30 mV) as the output measure. This was done multiple times for each parameter combination and the resulting scatter of points in 3D space is shown here (blue circles). Following, we fitted a plane to this data (black grid), as we assumed the relation between w, N, Δ<i>E</i><sub>K</sub><sup>+</sup> and dendritic spike generation to be linear; points on the plane denote the parameter sets which were able to generate a dendritic spike.</p> <p>(PDF)</p>

Publication Details

Journal
Figshare
Published
2024-12-04
DOI
https://doi.org/10.1371/journal.pbio.3002935.s006
Primary Topic
Neuroscience and Neuropharmacology Research
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Dendritic spike emergence plane fit.

Figshare
Neuroscience and Neuropharmacology Research
article

Dendritic spike emergence plane fit.

article en

Abstract

<p>We created multiple input–output curves by varying the average synaptic activity (w), the number of synapses on the dendritic segment (N), and Δ<i>E</i><sub>K</sub><sup>+</sup>, in the point-neuron model, while having dendritic spike occurrence (V<sub>m</sub> above –30 mV) as the output measure. This was done multiple times for each parameter combination and the resulting scatter of points in 3D space is shown here (blue circles). Following, we fitted a plane to this data (black grid), as we assumed the relation between w, N, Δ<i>E</i><sub>K</sub><sup>+</sup> and dendritic spike generation to be linear; points on the plane denote the parameter sets which were able to generate a dendritic spike.</p> <p>(PDF)</p>

Figshare
Openalex Percentile: Top 68%
Neuroscience and Neuropharmacology 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.

Dendritic spike emergence plane fit. · Figshare (2024) | TGRS Research Map | TGRS