Public Dandisets

Spike sorting biases and information loss in a detailed cortical model

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DOI: 10.48324/dandi.001250/0.251012.1648
ID: 0012500.251012.1648
Contact Laquitaine, Steeve
File Count 98
Size 707.1 GiB
Created October 12, 2025
Last update October 12, 2025
Licenses: spdx:CC-BY-4.0
Access Information: dandi:OpenAccess

Dataset for the publication: "Spike sorting biases and information loss in a detailed cortical model" containing:

    1. Biophysical simulations of high-density extracellular recordings of an entire cortical microcircuit activity with virtual reconstructions of the Neuropixels 1.0 probe and the Horvath dense probe Spontaneous and stimulus-evoked regime of activity were simulated for the...
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Keywords:
spike sorting quality
Neuropixels
biophysical model
neocortex
neural manifold
information geometry
population analysis
Mean- Field Theoretic Manifold Analysis
Wavemap
CEBRA
spike sorting curation
hybrid synthetic model
synthetic model
large-scale extracellular recording
rat
dense electrode arrays
power spectral analysis
machine learning
Subject matter:
Primary Somatosensory Cortex
Contributors
Laquitaine, Steeve ORCID logo
Imbeni, Milo ORCID logo
Tharayil, Joseph ORCID logo
Isbister, James ORCID logo
Reimann, Michael ORCID logo
Funding information
No funding information available.
Related resources
spikebias code repository
Resource Type: dcite:Software
Repo: spikebias
Relation: dcite:IsPartOf
Preprint
Resource Type: dcite:Preprint
Repo: bioRxiv
Relation: dcite:Cites
Assets Summary
Species
Rattus norvegicus - Norway rat
Approach
electrophysiological approach
Data Standard
Neurodata Without Borders (NWB)
RRID:SCR_015242
Number Of Subjects
24
Variable Measured
ElectricalSeries
Units
ElectrodeGroup
Measurement Technique
multi electrode extracellular electrophysiology recording technique
spike sorting technique
surgical technique
Dandiset Actions
Files
Owners
Steeve Laquitaine
Versions
0.251012.1648
Oct 12, 2025