Ariel Goldstein

First name

Ariel

Last name

Goldstein

Tikochinski, Refael, Ariel Goldstein, Yoav Meiri, Uri Hasson, and Roi Reichart. (2025) 2025. “Incremental Accumulation of Linguistic Context in Artificial and Biological Neural Networks.”. Nature Communications 16 (1): 803. doi:10.1038/s41467-025-56162-9.

Reference Link
Goldstein, Ariel, Haocheng Wang, Leonard Niekerken, Mariano Schain, Zaid Zada, Bobbi Aubrey, Tom Sheffer, et al. (2025) 2025. “A Unified Acoustic-to-Speech-to-Language Embedding Space Captures the Neural Basis of Natural Language Processing in Everyday Conversations.”. Nature Human Behaviour. doi:10.1038/s41562-025-02105-9.

Reference Link
Hong, Zhuoqiao, Haocheng Wang, Zaid Zada, Harshvardhan Gazula, David Turner, Bobbi Aubrey, Leonard Niekerken, et al. (2024) 2024. “Scale Matters: Large Language Models With Billions (rather Than Millions) of Parameters Better Match Neural Representations of Natural Language.”. BioRxiv : The Preprint Server for Biology. doi:10.1101/2024.06.12.598513.

Reference Link
Kumar, Manoj, Ariel Goldstein, Sebastian Michelmann, Jeffrey Zacks, Uri Hasson, and Kenneth Norman. (2023) 2023. “Bayesian Surprise Predicts Human Event Segmentation in Story Listening.”. Cognitive Science 47 (10): e13343. doi:10.1111/cogs.13343.

Reference Link
Zada, Zaid, Ariel Goldstein, Sebastian Michelmann, Erez Simony, Amy Price, Liat Hasenfratz, Emily Barham, et al. (2024) 2024. “A Shared Model-Based Linguistic Space for Transmitting Our Thoughts from Brain to Brain in Natural Conversations.”. Neuron. doi:10.1016/j.neuron.2024.06.025.

Reference Link
Kumar, Sreejan, Theodore Sumers, Takateru Yamakoshi, Ariel Goldstein, Uri Hasson, Kenneth Norman, Thomas Griffiths, Robert Hawkins, and Samuel Nastase. (2024) 2024. “Shared Functional Specialization in Transformer-Based Language Models and the Human Brain.”. Nature Communications 15 (1): 5523. doi:10.1038/s41467-024-49173-5.

Reference Link
Goldstein, Ariel, Avigail Grinstein-Dabush, Mariano Schain, Haocheng Wang, Zhuoqiao Hong, Bobbi Aubrey, Mariano Schain, et al. (2024) 2024. “Alignment of Brain Embeddings and Artificial Contextual Embeddings in Natural Language Points to Common Geometric Patterns.”. Nature Communications 15 (1): 2768. doi:10.1038/s41467-024-46631-y.

Reference Link
Nastase, Samuel, Yun-Fei Liu, Hanna Hillman, Asieh Zadbood, Liat Hasenfratz, Neggin Keshavarzian, Janice Chen, et al. 2021. “The ‘Narratives’ FMRI Dataset for Evaluating Models of Naturalistic Language Comprehension”. Scientific Data 8. doi:10.1038/s41597-021-01033-3.

Reference Link
Nastase, Samuel, Ariel Goldstein, and Uri Hasson. 2020. “Keep It Real: Rethinking the Primacy of Experimental Control in Cognitive Neuroscience”. NeuroImage 222 (15). doi:10.1016/j.neuroimage.2020.117254.

Reference Link
Hasson, Uri, Samuel Nastase, and Ariel Goldstein. 2020. “Robust Fit to Nature: An Evolutionary Perspective on Biological and Artificial Neural Networks.”. Neuron 105 (3): 416-34. doi:10.1016/j.neuron.2019.12.002.

Reference Link
Goldstein, Ariel, Zaid Zada, Eliav Buchnik, Mariano Schain, Amy R. Price, Bobbi Aubrey, Samuel Nastase, et al. 2022. “Shared Computational Principles for Language Processing in Humans and Deep Language Models”. Nature Neuroscience 25.3: 369-80.

Reference Link