The Temporal Structure of Language Processing in the Human Brain Corresponds to The Layered Hierarchy of Deep Language Models

Authors: Goldstein, Ariel, Ham, Eric, Schain, Mariano, Nastase, Samuel, Zada, Zaid, Dabush, Avigail, Aubrey, Bobbi, Gazula, Harshvardhan, Feder, Amir, Doyle, Werner K, Devore, Sasha, Dugan, Patricia, Friedman, Daniel, Reichart, Roi, Brenner, Michael, Hassidim, Avinatan, Devinsky, Orrin, Flinker, Adeen, Levy, Omer, Hasson, Uri

Subject Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence, Computer Science - Machine Learning, Quantitative Biology - Neurons and Cognition

Access URL: http://arxiv.org/abs/2310.07106

Multimodality and Attention Increase Alignment in Natural Language Prediction Between Humans and Computational Models

Authors: Kewenig, Viktor, Lampinen, Andrew, Nastase, Samuel A., Edwards, Christopher, DEstalenx, Quitterie Lacome, Rechardt, Akilles, Skipper, Jeremy I, Vigliocco, Gabriella

Subject Terms: Computer Science - Artificial Intelligence, Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2308.06035

Does Conceptual Representation Require Embodiment? Insights From Large Language Models

Authors: Xu, Qihui, Peng, Yingying, Nastase, Samuel A., Chodorow, Martin, Wu, Minghua, Li, Ping

Subject Terms: Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2305.19103

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

Authors: Zada, Zaid, Goldstein, Ariel, Michelmann, Sebastian, Simony, Erez, Price, Amy, Hasenfratz, Liat, Barham, Emily, Zadbood, Asieh, Doyle, Werner, Friedman, Daniel, Dugan, Patricia, Melloni, Lucia, Devore, Sasha, Flinker, Adeen, Devinsky, Orrin, Nastase, Samuel A., Hasson, Uri

Source: In Neuron 25 September 2024 112(18):3211-3222

Information flow across the cortical timescale hierarchy during narrative construction

Authors: Chang, Claire H. C., Nastase, Samuel A., Hasson, Uri

Source: Proceedings of the National Academy of Sciences of the United States of America, 2022 Dec . 119(51), 1-10.

Access URL: https://www.jstor.org/stable/27207387

Data-Efficient Mutual Information Neural Estimator

Authors: Lin, Xiao, Sur, Indranil, Nastase, Samuel A., Divakaran, Ajay, Hasson, Uri, Amer, Mohamed R.

Subject Terms: Computer Science - Machine Learning, Statistics - Machine Learning

Access URL: http://arxiv.org/abs/1905.03319

The single- and dual-brain mechanisms underlying the adviser's confidence expression strategy switching during influence management

Authors: Xie, Enhui, Liu, Mengdie, Li, Keshuang, Nastase, Samuel A., Gao, Xiaoxue, Li, Xianchun

Source: In NeuroImage 15 April 2023 270

Real-time neurofeedback to alter interpretations of a naturalistic narrative

Authors: Mennen, Anne C., Nastase, Samuel A., Yeshurun, Yaara, Hasson, Uri, Norman, Kenneth A.

Source: In Neuroimage: Reports September 2022 2(3)

Attention, awareness, and the right temporoparietal junction

Authors: Wilterson, Andrew I., Nastase, Samuel A., Bio, Branden J., Guterstam, Arvid, Graziano, Michael S. A.

Source: Proceedings of the National Academy of Sciences of the United States of America, 2021 Jun . 118(25), 1-10.

Access URL: https://www.jstor.org/stable/27041069

Brain kernel: A new spatial covariance function for fMRI data

Authors: Wu, Anqi, Nastase, Samuel A., Baldassano, Christopher A., Turk-Browne, Nicholas B., Norman, Kenneth A., Engelhardt, Barbara E., Pillow, Jonathan W.

Source: In NeuroImage 15 December 2021 245

Hybrid hyperalignment: A single high-dimensional model of shared information embedded in cortical patterns of response and functional connectivity

Authors: Busch, Erica L., Slipski, Lukas, Feilong, Ma, Guntupalli, J. Swaroop, Castello, Matteo Visconti di Oleggio, Huckins, Jeremy F., Nastase, Samuel A., Gobbini, M. Ida, Wager, Tor D., Haxby, James V.

Source: In NeuroImage June 2021 233

Teacher–student neural coupling during teaching and learning

Authors: Nguyen, Mai, Chang, Ashley, Micciche, Emily, Meshulam, Meir, Nastase, Samuel A, Hasson, Uri

Source: Social cognitive and affective neuroscience. 17(4):367-376

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100145410860.0x000001&indx=1&recIds=ETOCvdc_100145410860.0x000001

Keep it real: rethinking the primacy of experimental control in cognitive neuroscience

Authors: Nastase, Samuel A., Goldstein, Ariel, Hasson, Uri

Source: In NeuroImage 15 November 2020 222

Narratives for Neuroscience

Authors: Willems, Roel M., Nastase, Samuel A., Milivojevic, Branka

Source: In Trends in Neurosciences May 2020 43(5):271-273

Direct Fit to Nature: An Evolutionary Perspective on Biological and Artificial Neural Networks

Authors: Hasson, Uri, Nastase, Samuel A., Goldstein, Ariel

Source: In Neuron 5 February 2020 105(3):416-434

This result is not displayed to guests.
Login for full access.

Reliable individual differences in fine-grained cortical functional architecture

Authors: Feilong, Ma, Nastase, Samuel A., Guntupalli, J. Swaroop, Haxby, James V.

Source: In NeuroImage December 2018 183:375-386

Cross-modal and non-monotonic representations of statistical regularity are encoded in local neural response patterns

Authors: Nastase, Samuel A., Davis, Ben, Hasson, Uri

Source: In NeuroImage June 2018 173:509-517

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

Authors: Kumar, Sreejan, Sumers, Theodore R., Yamakoshi, Takateru, Goldstein, Ariel, Hasson, Uri, Norman, Kenneth A., Griffiths, Thomas L., Hawkins, Robert D., Nastase, Samuel A.

Source: Nature Communications; 6/29/2024, Vol. 15 Issue 1, p1-19, 19p

Subject Terms: LANGUAGE models, NATURAL language processing, ARTIFICIAL neural networks, FUNCTIONAL magnetic resonance imaging, NATURAL languages

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

Authors: Goldstein, Ariel, Grinstein-Dabush, Avigail, Schain, Mariano, Haocheng Wang, Zhuoqiao Hong, Aubrey, Bobbi, Nastase, Samuel A., Zada, Zaid, Ham, Eric, Feder, Amir, Gazula, Harshvardhan, Buchnik, Eliav, Doyle, Werner, Devore, Sasha, Dugan, Patricia, Reichart, Roi, Friedman, Daniel, Brenner, Michael, Hassidim, Avinatan, Devinsky, Orrin

Source: Nature Communications; 3/30/2024, Vol. 15 Issue 1, p1-12, 12p, 1 Color Photograph, 1 Diagram, 2 Graphs