Publications


12. Representation of real-world event schemas during narrative perception

Christopher Baldassano, Uri Hasson, Kenneth A. Norman
Journal of Neuroscience (2018)
(paper, code)

11. Capturing Shared and Individual Information in fMRI Data

Javier S. Turek, Cameron T. Ellis, Lena J. Skalaban, Nicholas B. Turk-Browne, Theodore L. Willke
2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (2018)
(paper, code, docs, example)

10. Discovering Event Structure in Continuous Narrative Perception and Memory

Christopher Baldassano, Janice Chen, Asieh Zadboood, Jonathan W. Pillow, Uri Hasson, Kenneth A. Norman
Neuron (2017)
(paper, code, docs, example)

9. A semi-supervised method for multi-subject FMRI functional alignment

Javier S. Turek, Theodore L. Willke, Po-Hsuan Chen, Peter J. Ramadge
2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (2017)
(paper, code, docs, example)

8. Computational approaches to fMRI analysis

Jonathan D. Cohen, Nathaniel Daw, Barbara Engelhardt, Uri Hasson, Kai Li, Yael Niv, Kenneth A. Norman, Jonathan Pillow, Peter J. Ramadge, Nicholas B. Turk-Browne, Theodore L. Willke
Nature Neuroscience (2017)
(paper)

7. A Bayesian method for reducing bias in neural representational similarity analysis

Ming Bo Cai, Nicolas W. Schuck, Jonathan W. Pillow, Yael Niv
Advances in Neural Information Processing Systems 29 (NIPS) (2016)
(paper, code, docs, example)

6. Enabling Factor Analysis on Thousand-Subject Neuroimaging Datasets

Michael J. Anderson, Mihai Capotaă, Javier S. Turek, Xia Zhu, Theodore L. Willke, Yida Wang, Po-Hsuan Chen, Jeremy R. Manning, Peter J. Ramadge, Kenneth A. Norman
IEEE International Conference on Big Data (2016)
(paper, code-factoranalysis, code-funcalign, docs-factoranalysis, docs-funcalign)

5. A Reduced-Dimension fMRI Shared Response Model

Po-Hsuan Chen, Janice Chen, Yaara Yeshurun, Uri Hasson, James Haxby, Peter J. Ramadge
Advances in Neural Information Processing Systems 28 (NIPS) (2015)
(paper, code, docs, example)

4. Full correlation matrix analysis of fMRI data on Intel® Xeon Phi™ coprocessors

Yida Wang, Michael J. Anderson, Jonathan D. Cohen, Alexander Heinecke, Kai Li, Nadathur Satish, Narayanan Sundaram, Nicholas B. Turk-Browne, Theodore L. Willke
Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis (2015)
(paper, code, docs)

3. Full correlation matrix analysis (FCMA): An unbiased method for task-related functional connectivity

Yida Wang, Jonathan D. Cohen, Kai Li, Nicholas B. Turk-Browne
Journal of Neuroscience Methods (2015)
(paper, code, docs)

2. Hierarchical topographic factor analysis

Jeremy R. Manning, Rajesh Ranganath, Waitsang Keung, Nicholas B. Turk-Browne, Jonathan D. Cohen, Kenneth A. Norman, David M. Blei
Pattern Recognition in Neuroimaging (2014)
(paper, code, docs)

1. Topographic factor analysis: a bayesian model for inferring brain networks from neural data

Jeremy R. Manning, Rajesh Ranganath, Kenneth A. Norman, David M. Blei
PLoS one (2014)
(paper, code, docs)