🏆 Finalist — NIH Data Sharing Index (“S-Index”) Challenge

Ariel Goldstein

Hebrew College

ORCID: 0000-0003-4017-3363

Also affiliated with Google (United States), Hebrew University of Jerusalem, University of Cambridge, Azrieli College of Engineering Jerusalem, Google (Israel)

NeuroscienceComputer SciencePsychology

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 5%percentile
0.390Author DataRank

Indexed papers

2in pilot corpus
datarank_citation_only_1hop_v6· scope data_onlyMethodology
Why this DataRank?

An author's DataRank is the sum of the DataRanks of all 2 indexed papers attributed to them. A prolific author with many moderate-impact papers can outrank one with a single high-impact paper.

Author scores recompute whenever paper DataRanks are refreshed, so this number lags the underlying paper scores by at most one batch run.

Read the full methodology →

Top data-sharing exemplar

The highest-impact dataset this researcher has shared, ranked by DataRank — the single contribution doing the most to lift their data-sharing standing.

The “Podcast” ECoG dataset for modeling neural activity during natural language comprehension

Scientific Data(2025)10.1038/s41597-025-05462-2
Top 47%
0.390DataRank
Top 47%10 citations

Samuel A. Nastase, Bobbi Aubrey, Itamar Jalon, Sebastian Michelmann, Haocheng Wang +11 more

Papers

Driven by 11 papers — median percentile 27. Top paper: “Thinking ahead: spontaneous prediction in context as a keystone of language in humans and machines”.

Thinking ahead: spontaneous prediction in context as a keystone of language in humans and machines

bioRxiv (Cold Spring Harbor Laboratory)(2020)10.1101/2020.12.02.403477
N/A
2.1DataRank · unranked
52 citations

Zaid Zada, Eliav Buchnik, Mariano Schain, Amy Price, Bobbi Aubrey +27 more

Shared computational principles for language processing in humans and deep language models

Nature Neuroscience(2022)10.1038/s41593-022-01026-4
N/A
0.920DataRank · unranked
459 citations

Zaid Zada, Eliav Buchnik, Mariano Schain, Amy Price, Bobbi Aubrey +27 more

The “Podcast” ECoG dataset for modeling neural activity during natural language comprehension

Scientific Data(2025)10.1038/s41597-025-05462-2
Top 47%
0.390DataRank
Top 47%10 citations

Samuel A. Nastase, Bobbi Aubrey, Itamar Jalon, Sebastian Michelmann, Haocheng Wang +11 more

Temporal structure of natural language processing in the human brain corresponds to layered hierarchy of large language models

Nature Communications(2025)10.1038/s41467-025-65518-0
N/A
0.345DataRank · unranked
9 citations

Eric Ham, Mariano Schain, Samuel A. Nastase, Bobbi Aubrey, Zaid Zada +17 more

Scale matters: Large language models with billions (rather than millions) of parameters better match neural representations of natural language

bioRxiv (Cold Spring Harbor Laboratory)(2024)10.1101/2024.06.12.598513
N/A
0.104DataRank · unranked
1 citations

Haocheng Wang, Zaid Zada, Harshvardhan Gazula, David D. Turner, Bobbi Aubrey +11 more

A shared model-based linguistic space for transmitting our thoughts from brain to brain in natural conversations

Neuron(2024)10.1016/j.neuron.2024.06.025
N/A
0DataRank · unranked
64 citations

Ariel Goldstein, Sebastian Michelmann, Erez Simony, Amy Price, Liat Hasenfratz +12 more

Scale matters: Large language models with billions (rather than millions) of parameters better match neural representations of natural language

eLife(2024)10.7554/elife.101204
N/A
0DataRank · unranked
0 citations

Haocheng Wang, Zaid Zada, Harshvardhan Gazula, David D. Turner, Bobbi Aubrey +11 more

A unified acoustic-to-speech-to-language embedding space captures the neural basis of natural language processing in everyday conversations

Nature Human Behaviour(2025)10.1038/s41562-025-02105-9
N/A
0DataRank · unranked
33 citations

Haocheng Wang, Leonard Niekerken, Mariano Schain, Zaid Zada, Bobbi Aubrey +18 more

Alignment of brain embeddings and artificial contextual embeddings in natural language points to common geometric patterns

Nature Communications(2024)10.1038/s41467-024-46631-y
N/A
0DataRank · unranked
65 citations

Avigail Grinstein-Dabush, Mariano Schain, Haocheng Wang, Zhuoqiao Hong, Bobbi Aubrey +17 more

Shared functional specialization in transformer-based language models and the human brain

Nature Communications(2024)10.1038/s41467-024-49173-5
N/A
0DataRank · unranked
57 citations

Theodore R. Sumers, Takateru Yamakoshi, Ariel Goldstein, Uri Hasson, Kenneth A. Norman +4 more

The “Podcast” ECoG dataset for modeling neural activity during natural language comprehension

bioRxiv (Cold Spring Harbor Laboratory)(2025)10.1101/2025.02.14.638352
Top 100%
0DataRank
Top 100%0 citations

Samuel A. Nastase, Bobbi Aubrey, Itamar Jalon, Sebastian Michelmann, Haocheng Wang +11 more