Publications


8. 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)

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)