Discovering Event Structure in Continuous Narrative Perception and Memory
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Public Preprints
| M. Bennett, C. Baldassano."imgtofmri: a python package for predicting group-level fMRI responses to visual stimuli using deep neural networks." [pdf] | [GitHub link] |  |
 | J. Huang, I. Velarde, W.J. Ma, C. Baldassano."Schema-based predictive eye movements support sequential memory encoding." PsyArXiv, 2022. [PsyArXiv link] |
| T. Golan*, M. Siegelman*, N. Kriegeskorte, C. Baldassano."Testing the limits of natural language models for predicting human language judgments." arXiv, 2022. [arXiv link] |  |
 | T.S. Yates, L.J. Skalaban, C.T. Ellis, A.J. Bracher, C. Baldassano, N.B. Turk-Browne."Neural event segmentation of continuous experience in human infants." bioRxiv, 2021. [bioRxiv link] |
Journal Publications
| S.S. Cohen, C. Baldassano."Developmental changes in story-evoked responses in the neocortex and hippocampus." eLife, 2022. [journal link] | [pdf] |  |
 | R. MasÃs-Obando, K.A. Norman, C. Baldassano."Schema representations in distinct brain networks support narrative memory during encoding and retrieval." eLife, 2022. [journal link] | [pdf] |
| J.A. Williams, E.H. Margulis, S.A. Nastase, J. Chen, U. Hasson, K.A. Norman, C. Baldassano. "High-Order Areas and Auditory Cortex Both Represent the High-Level Event Structure of Music." Journal of Cognitive Neuroscience, 2022. [journal link] | [pdf] |  |
 | M. Kumar, M. Anderson, J. Antony, C. Baldassano, P. Brooks, M. Cai, P.-H. Chen, C. Ellis, G. Henselman-Petrusek, D. Huberdeau, J.B. Hutchinson, Y.P. Li, Q. Lu, J. Manning, A.C. Mennen, S. Nastase, H. Richard, A.C. Schapiro, N. Schuck, M. Shvartsman, N. Sundaram, D. Suo, J.S. Turek, V. Vo, G. Wallace, Y. Wang, H. Zhang, X. Zhu, M. Capota, J. Cohen, U. Hasson, K. Li, P.J. Ramadge, N. Turk-Browne, T. Willke, K.A. Norman. "BrainIAK: The Brain Imaging Analysis Kit." Aperture Neuro, 2022. [journal link] | [pdf] Companion Notebooks |
| A. Wu, S.A. Nastase, C. Baldassano, N.B. Turk-Browne, K.A. Norman, B.E. Engelhardt, J.W. Pillow."Brain kernel: a new spatial covariance function for fMRI data." NeuroImage, 2021. [journal link] | [pdf] |  |
 | S.A. Nastase, Y.-F. Liu, H. Hillman, A. Zadbood, L. Hasenfratz, N. Keshavarzian, J. Chen, C.J. Honey, Y. Yeshurun, M. Regev, M. Nguyen, C.H.C. Chang, C. Baldassano, O. Lositsky, E. Simony, M.A. Chow, Y.C. Leong, P.P. Brooks, E. Micciche, G. Choe, A. Goldstein, T. Vanderwal, Y.O. Halchenko, K.A. Norman, U. Hasson. "Narratives: fMRI data for evaluating models of naturalistic language comprehension." Scientific Data, 2021. [journal link] | [pdf] |
| H. Tarder-Stoll, C. Gasser, W. Yu, H.R. Dimsdale-Zucker. "Challenges in Understanding the Role of Reactivation in Modifying Hippocampal Representations." Journal Club commentary for the Journal of Neuroscience, 2021. [journal link] | [pdf] |  |
| C. Chen, Q. Lu, A. Beukers, C. Baldassano, K. Norman. "Learning to perform role-filler binding with schematic knowledge." PeerJ, 2021. [journal link] | [pdf] |  |
 | C. Ellis, C. Baldassano, A.C. Schapiro, M.B. Cai, J.D. Cohen. "Facilitating open-science with realistic fMRI simulation: validation and application." PeerJ, 2020. [journal link] | [pdf] |
| M. Siegelman and C. Baldassano. "Remembering together." News & Views, Nature Human Behaviour, 2019. [journal link] | [pdf] |  |
 | M. Silva, C. Baldassano, L. Fuentemilla. "Rapid memory reactivation at movie event boundaries promotes episodic encoding." Journal of Neuroscience, 2019. [journal link] | [pdf] |
 | I.I.A. Groen, M.R. Greene, C. Baldassano, L. Fei-Fei, L., D.M. Beck, C.I. Baker. "Distinct contributions of functional and deep neural network features to representational similarity of scenes in human brain and behavior." eLife, 2018. [journal link] | [pdf] |
 | K. Vodrahalli, P.H. Chen, Y. Liang, C. Baldassano, J. Chen, E. Yong, C. Honey, U. Hasson, P. Ramadge, K.A. Norman, S. Arora. "Mapping Between fMRI Responses to Movies and their Natural Language Annotations." NeuroImage, 2017. [journal link] | [pdf] |
 | C. Baldassano, L. Fei-Fei, D.M. Beck. "Pinpointing the peripheral bias in neural scene-processing networks during natural viewing." Journal of Vision, 2016. [journal link] | [pdf] | [supplementary pdf] |
 | M.R. Greene, C. Baldassano, A. Esteva, D.M. Beck, L. Fei-Fei. "Visual scenes are categorized by function." Journal of Experimental Psychology: General, 2016. [journal link] | [pdf] | [supplementary pdf] |
| C. Baldassano, M.C. Iordan, D.M. Beck, L. Fei-Fei. "Discovering Voxel-Level Functional Connectivity Between Cortical Regions." Machine Learning and Interpretation in NeuroImaging Workshop, NIPS 2012. [pdf] |  |
Theses
| C. Baldassano. "Visual scene perception in the human brain: connections to memory, categorization, and social cognition." PhD Dissertation. [Stanford Library] | [pdf] |  |
Source: https://www.dpmlab.org/pubs.html
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