FLARE data bundle

A byte-for-byte mirror of twelve publicly released neuroscience datasets (plus one legacy folder), gathered for the FLARE project (Functional Latent Alignment for Response Equivalence). Files are unmodified copies of the original releases; folder names are the original archive identifiers. Nothing here is derived or curated. About 172 GB in total.

Contents and attribution

folder	dataset	original release	license	please cite
001610/	Mouse ALM + striatum Neuropixels during flexible motor timing, with photoinhibition	DANDI 001610	CC-BY-4.0	Yang et al., Integrator dynamics in the cortico-basal ganglia loop for flexible motor timing, Nature 649 (2026), doi:10.1038/s41586-025-09778-2
000363/	Mouse brain-wide Neuropixels during memory-guided movement (5-file subset)	DANDI 000363	CC-BY-4.0	Chen et al., Brain-wide neural activity underlying memory-guided movement, Cell 187 (2024), doi:10.1016/j.cell.2023.12.035
10145317/	Fly heading/goal circuit imaging and electrophysiology with steering behavior and optogenetics	Zenodo 10145317	CC-BY-4.0	Mussells Pires et al., Converting an allocentric goal into an egocentric steering signal, Nature 626 (2024), doi:10.1038/s41586-023-07006-3
14196227/	Macaque M1/PMd during reaching and interception, with ICMS	Zenodo 14196227	CC-BY-4.0	Zheng et al., Continuous sensorimotor transformation enhances robustness of neural dynamics to perturbation in macaque motor cortex, Nat. Commun. 16 (2025), doi:10.1038/s41467-025-58421-1
mgqnk990f/	Mouse cortico-cerebellar recordings during reach-to-grasp, with optogenetics	Dryad mgqnk990f	CC0-1.0	Guo, Sauerbrei et al., Disrupting cortico-cerebellar communication impairs dexterity, eLife 10:e65906 (2021), doi:10.7554/eLife.65906
000009/	Mouse ALM + thalamus during a delayed response task, with photoinhibition	DANDI 000009	CC-BY-4.0	Guo, Inagaki et al., Maintenance of persistent activity in a frontal thalamocortical loop, Nature 545 (2017), doi:10.1038/nature22324
001847/	Mouse retrosplenial cortex widefield imaging during context-dependent licking (3 sessions)	DANDI 001847	CC-BY-4.0	Bech, Dard et al., Retrosplenial cortex enables context-dependent goal-directed sensorimotor transformation, eLife 14:RP109717 (2025), doi:10.7554/eLife.109717
000128/	Macaque M1/PMd during delayed reaching (MC_Maze, Neural Latents Benchmark)	DANDI 000128	CC-BY-4.0	Churchland et al., Neural population dynamics during reaching, Nature 487 (2012), doi:10.1038/nature11129; Pei et al., Neural Latents Benchmark '21 (2021), arXiv:2109.04463
3854034/	Macaque sensorimotor cortex, raw multi-session random-target reaching (47 sessions, two monkeys)	Zenodo 3854034	CC-BY-4.0	O'Doherty, Cardoso, Makin & Sabes, Nonhuman Primate Reaching with Multichannel Sensorimotor Cortex Electrophysiology, Zenodo (2020), doi:10.5281/zenodo.3854034; Makin et al., Superior arm-movement decoding from cortex with a new, unsupervised-learning algorithm, J. Neural Eng. 15 (2018), doi:10.1088/1741-2552/aa9e95
000127/	Macaque somatosensory area 2 during reaching with perturbations (Area2_Bump, Neural Latents Benchmark)	DANDI 000127	CC-BY-4.0	Chowdhury et al., Area 2 of primary somatosensory cortex encodes kinematics of the whole arm, eLife 9:e48198 (2020), doi:10.7554/eLife.48198; Pei et al. (2021) as above
000130/	Macaque dorsomedial frontal cortex during Ready-Set-Go interval reproduction (DMFC_RSG, Neural Latents Benchmark)	DANDI 000130	CC-BY-4.0	Sohn et al., Bayesian Computation through Cortical Latent Dynamics, Neuron 103 (2019), doi:10.1016/j.neuron.2019.06.012; Pei et al. (2021) as above
fingerflex/	Human ECoG with data-glove finger flexion, one experiment from the Stanford ECoG library	Stanford Digital Repository zk881ps0522	CC BY-SA 4.0	Miller, A library of human electrocorticographic data and analyses, Nat. Hum. Behav. 3 (2019), doi:10.1038/s41562-019-0678-3
000129/	Macaque M1 during self-paced reaching (MC_RTT, Neural Latents Benchmark). Legacy: superseded in the FLARE plan by the raw release in 3854034/	DANDI 000129	CC-BY-4.0	Makin et al. (2018) as above; Pei et al. (2021) as above

Licenses are per folder, so the repository-level license is "other": ten folders are CC-BY-4.0, mgqnk990f/ is CC0-1.0, and fingerflex/ is CC BY-SA 4.0, whose share-alike clause applies to anything derived from it. If you use any of these files, cite the original authors, not this mirror.

Layout

One top-level folder per resource, named by the original archive identifier. DANDI sets keep the dandi download --preserve-tree layout (<dandiset>/dandiset.yaml, <dandiset>/sub-*/…nwb). 000363/ is the five-file entry subset of a 65 TB release; fingerflex/ is one experiment out of the Stanford library. The commit history shows what changed when.

Download

hf download MarksonChen/flare --repo-type dataset --local-dir ./data          # everything, ~172 GB
hf download MarksonChen/flare --repo-type dataset --include "000130/*" --local-dir ./data   # one resource