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brain-lm-alignment-ds001894

by BrainAlign BrainAlign/brain-lm-alignment-ds001894

Lytle et al. 2019 — longitudinal word-level phonological processing in children scanned twice, at roughly 10 and 12 years old. Every alignment number in this dataset is only as meaningful as the brain RDMs it was computed against.

Rows75
Configurations1
Size10.2 MB
License
AccessPublicly accessible
Monthly Downloads1.4k

Dataset Card

Lytle et al. 2019 — longitudinal word-level phonological processing in children scanned twice, at roughly 10 and 12 years old. Every alignment number in this dataset is only as meaningful as the brain RDMs it was computed against. So before any model result, the same pipeline is asked whether anything stimulus-driven correlates with those RDMs — stimulus duration, intensity, word length, frequency, phoneme and syllable counts, an acoustic model of the audio where the stimuli are audio, and the study's own condition contrast — each tested by a permutation test that shuffles stimulus identity. correction — not the acoustic model of the audio the children actually heard, not the study's own…

Excerpt from the card by BrainAlign.

Structure

default 75 rows

SplitRowsSize
train754.5 KB
familystringn_cellsint64trend_rho_meanfloat64trend_rho_sdfloat64tfloat64pfloat64

Details

Repository
BrainAlign/brain-lm-alignment-ds001894
Publisher
BrainAlign
Task category
Not stated by the source
Tags
Not stated by the source
Size category
Not stated by the source
Languages
Not stated by the source
Revision
6113f83bbaeec593380182fe95968581f748a931
Last updated
2026-09-18

Files

127 files, 10.2 MB in total.

Data71 files · 7.5 MB
Documentation5 files · 42.1 KB
Other50 files · 2.6 MB
Repository1 file · 2.5 KB
Every file
FileTypeSizeSHA-256
alignment_by_cell.csvData18.7 KB
alignment_by_checkpoint.csvData5.2 MB
alignment_by_family.csvData4.4 KB
ceilings_ds001894.csvData11.9 KB
control/control_by_cell.csvData6.5 KB
control/control_summary.csvData566 B
control/dimensionality_summary.jsonData283 B
control/pattern_dimensionality.csvData1.6 KB
control/rdm_dimensionality.csvData453 B
control/summary.jsonData495 B
model_params.csvData585 B
roi-auditory/alignment_by_cell.csvData18.5 KB
roi-auditory/alignment_by_checkpoint.csvData530.6 KB
roi-auditory/alignment_by_family.csvData4.4 KB
roi-auditory/ceilings_ds001894.csvData250 B
roi-auditory/control/control_by_cell.csvData1.5 KB
roi-auditory/control/control_summary.csvData483 B
roi-auditory/control/dimensionality_summary.jsonData283 B
roi-auditory/control/rdm_dimensionality.csvData173 B
roi-auditory/control/summary.jsonData487 B
roi-auditory/model_params.csvData585 B
roi-auditory/scale_ladder.csvData1.9 KB
roi-auditory/seed_null_comparison.csvData2.5 KB
roi-auditory/summary.jsonData835 B
roi-auditory/training_trend.csvData1.5 KB
roi-language/alignment_by_cell.csvData18.6 KB
roi-language/alignment_by_checkpoint.csvData530.3 KB
roi-language/alignment_by_family.csvData4.4 KB
roi-language/ceilings_ds001894.csvData250 B
roi-language/control/control_by_cell.csvData1.5 KB
roi-language/control/control_summary.csvData479 B
roi-language/control/dimensionality_summary.jsonData283 B
roi-language/control/rdm_dimensionality.csvData173 B
roi-language/control/summary.jsonData478 B
roi-language/model_params.csvData585 B
roi-language/scale_ladder.csvData1.9 KB
roi-language/seed_null_comparison.csvData2.5 KB
roi-language/summary.jsonData833 B
roi-language/training_trend.csvData1.5 KB
roi-motor/alignment_by_cell.csvData18.5 KB
roi-motor/alignment_by_checkpoint.csvData531.2 KB
roi-motor/alignment_by_family.csvData4.4 KB
roi-motor/ceilings_ds001894.csvData244 B
roi-motor/control/control_by_cell.csvData1.5 KB
roi-motor/control/control_summary.csvData477 B
roi-motor/control/dimensionality_summary.jsonData283 B
roi-motor/control/rdm_dimensionality.csvData173 B
roi-motor/control/summary.jsonData478 B
roi-motor/model_params.csvData585 B
roi-motor/scale_ladder.csvData1.9 KB
roi-motor/seed_null_comparison.csvData2.5 KB
roi-motor/summary.jsonData833 B
roi-motor/training_trend.csvData1.5 KB
roi-phonology/alignment_by_cell.csvData18.6 KB
roi-phonology/alignment_by_checkpoint.csvData529.4 KB
roi-phonology/alignment_by_family.csvData4.4 KB
roi-phonology/ceilings_ds001894.csvData1.3 KB
roi-phonology/control/control_by_cell.csvData6.5 KB
roi-phonology/control/control_summary.csvData569 B
roi-phonology/control/dimensionality_summary.jsonData283 B
roi-phonology/control/rdm_dimensionality.csvData447 B
roi-phonology/control/summary.jsonData489 B
roi-phonology/model_params.csvData585 B
roi-phonology/scale_ladder.csvData1.9 KB
roi-phonology/seed_null_comparison.csvData2.5 KB
roi-phonology/summary.jsonData834 B
roi-phonology/training_trend.csvData1.5 KB
scale_ladder.csvData1.9 KB
seed_null_comparison.csvData2.5 KB
summary.jsonData836 B
training_trend.csvData1.5 KB
README.mdDocumentation13.5 KB
roi-auditory/README.mdDocumentation7.0 KB
roi-language/README.mdDocumentation7.0 KB
roi-motor/README.mdDocumentation7.0 KB
roi-phonology/README.mdDocumentation7.7 KB
control/fig_positive_control.pdfOther17.9 KB
control/fig_positive_control.pngOther38.9 KB065cd3508f73
fig_corrected_family.pdfOther19.8 KB
fig_corrected_family.pngOther77.5 KB4da19e0fc668
fig_corrected_null_checks.pdfOther20.3 KB
fig_corrected_null_checks.pngOther87.7 KBefb26388abb3
fig_corrected_scale_ladder.pdfOther19.9 KB
fig_corrected_scale_ladder.pngOther54.9 KB781b2eced90b
fig_corrected_trajectory.pdfOther21.6 KB
fig_corrected_trajectory.pngOther158.8 KB0356311fd0a8
roi-auditory/control/fig_positive_control.pdfOther17.8 KB
roi-auditory/control/fig_positive_control.pngOther39.1 KBe46526001767
roi-auditory/fig_corrected_family.pdfOther19.7 KB
roi-auditory/fig_corrected_family.pngOther75.7 KB6b1cbba28514
roi-auditory/fig_corrected_null_checks.pdfOther20.2 KB
roi-auditory/fig_corrected_null_checks.pngOther88.1 KB341f1d310d10
roi-auditory/fig_corrected_scale_ladder.pdfOther19.9 KB
roi-auditory/fig_corrected_scale_ladder.pngOther54.2 KB4fcaafa87513
roi-auditory/fig_corrected_trajectory.pdfOther21.6 KB
roi-auditory/fig_corrected_trajectory.pngOther173.5 KBe85aba2aab64
roi-language/control/fig_positive_control.pdfOther17.5 KB
roi-language/control/fig_positive_control.pngOther37.8 KB9738d040024b
roi-language/fig_corrected_family.pdfOther19.7 KB
roi-language/fig_corrected_family.pngOther75.9 KB9f522430b8b9
roi-language/fig_corrected_null_checks.pdfOther20.1 KB
roi-language/fig_corrected_null_checks.pngOther87.7 KBd079c35c6091
roi-language/fig_corrected_scale_ladder.pdfOther19.9 KB
roi-language/fig_corrected_scale_ladder.pngOther54.6 KB8ad4eb5739d9
roi-language/fig_corrected_trajectory.pdfOther21.6 KB
roi-language/fig_corrected_trajectory.pngOther173.7 KB8727d03f8c5b
roi-motor/control/fig_positive_control.pdfOther17.5 KB
roi-motor/control/fig_positive_control.pngOther38.7 KB8dd8b6a6b839
roi-motor/fig_corrected_family.pdfOther20.4 KB
roi-motor/fig_corrected_family.pngOther77.0 KB5dbfe82d676f
roi-motor/fig_corrected_null_checks.pdfOther20.2 KB
roi-motor/fig_corrected_null_checks.pngOther87.7 KBb9caa17ac102
roi-motor/fig_corrected_scale_ladder.pdfOther19.9 KB
roi-motor/fig_corrected_scale_ladder.pngOther54.0 KB23a4302bf16c
roi-motor/fig_corrected_trajectory.pdfOther22.0 KB
roi-motor/fig_corrected_trajectory.pngOther175.9 KB0ee325aaf59f
roi-phonology/control/fig_positive_control.pdfOther17.5 KB
roi-phonology/control/fig_positive_control.pngOther38.5 KB6ed6911cd221
roi-phonology/fig_corrected_family.pdfOther20.3 KB
roi-phonology/fig_corrected_family.pngOther76.3 KBa0d37ba17926
roi-phonology/fig_corrected_null_checks.pdfOther20.1 KB
roi-phonology/fig_corrected_null_checks.pngOther87.2 KB8af178c3222d
roi-phonology/fig_corrected_scale_ladder.pdfOther19.9 KB
roi-phonology/fig_corrected_scale_ladder.pngOther54.2 KB608eb8e3c747
roi-phonology/fig_corrected_trajectory.pdfOther22.0 KB
roi-phonology/fig_corrected_trajectory.pngOther169.9 KB9614e7957df8
.gitattributesRepository2.5 KB

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Released by BrainAlign through its official repository on Hugging Face.