Tal Yarkoni

Publication Activity (10 Years)

Years Active: 2008-2022
Publications (10 Years): 9

Top Topics

Feature Extraction

Cognitive Functions

Top Venues

PLoS Comput. Biol.

Frontiers Neuroinformatics

Publications

Roberta Rocca, Tal Yarkoni
Language as a fingerprint: Self-supervised learning of user encodings using transformers. EMNLP (Findings) (2022)
Tomás Capretto, Camen Piho, Ravin Kumar, Jacob Westfall, Tal Yarkoni, Osvaldo A. Martin
. J. Stat. Softw. 103 (15) (2022)
Tal Yarkoni, Christopher J. Markiewicz, Alejandro de la Vega, Krzysztof J. Gorgolewski, Taylor Salo, Yaroslav O. Halchenko, Quinten McNamara, Krista Destasio, Jean-Baptiste Poline, Dmitry Petrov, Valérie Hayot-Sasson, Dylan Nielson, Johan D. Carlin, Gregory Kiar, Kirstie J. Whitaker, Elizabeth Dupre, Adina Wagner, Lee S. Tirrell, Mainak Jas, Michael Hanke, Russell A. Poldrack, Oscar Esteban, Stefan Appelhoff, Chris Holdgraf, Isla Staden, Bertrand Thirion, Dave F. Kleinschmidt, John Lee, Matteo di Castello, Michael Notter, Ross Blair
PyBIDS: Python tools for BIDS datasets. J. Open Source Softw. 4 (40) (2019)
Quinten McNamara, Alejandro de la Vega, Tal Yarkoni
Developing a comprehensive framework for multimodal feature extraction. CoRR (2017)
Timothy N. Rubin, Oluwasanmi Koyejo, Krzysztof J. Gorgolewski, Michael N. Jones, Russell A. Poldrack, Tal Yarkoni
Decoding brain activity using a large-scale probabilistic functional-anatomical atlas of human cognition. PLoS Comput. Biol. 13 (10) (2017)
Krzysztof J. Gorgolewski, Fidel Alfaro-Almagro, Tibor Auer, Pierre Bellec, Mihai Capota, M. Mallar Chakravarty, Nathan William Churchill, Alexander Li Cohen, R. Cameron Craddock, Gabriel A. Devenyi, Anders Eklund, Oscar Esteban, Guillaume Flandin, Satrajit S. Ghosh, J. Swaroop Guntupalli, Mark Jenkinson, Anisha Keshavan, Gregory Kiar, Franziskus Liem, Pradeep Reddy Raamana, David Raffelt, Christopher John Steele, Pierre-Olivier Quirion, Robert E. Smith, Stephen C. Strother, Gaël Varoquaux, Yida Wang, Tal Yarkoni, Russell A. Poldrack
BIDS apps: Improving ease of use, accessibility, and reproducibility of neuroimaging data analysis methods. PLoS Comput. Biol. 13 (3) (2017)
Quinten McNamara, Alejandro de la Vega, Tal Yarkoni
Developing a Comprehensive Framework for Multimodal Feature Extraction. KDD (2017)
Timothy N. Rubin, Oluwasanmi Koyejo, Michael N. Jones, Tal Yarkoni
Generalized Correspondence-LDA Models (GC-LDA) for Identifying Functional Regions in the Brain. NIPS (2016)
Krzysztof J. Gorgolewski, Gaël Varoquaux, Gabriel Rivera, Yannick Schwartz, Vanessa V. Sochat, Satrajit S. Ghosh, Camille Maumet, Thomas E. Nichols, Jean-Baptiste Poline, Tal Yarkoni, Daniel S. Margulies, Russell A. Poldrack
NeuroVault.org: A repository for sharing unthresholded statistical maps, parcellations, and atlases of the human brain. NeuroImage 124 (2016)
Krzysztof J. Gorgolewski, Gaël Varoquaux, Gabriel Rivera, Yannick Schwartz, Satrajit S. Ghosh, Camille Maumet, Vanessa V. Sochat, Thomas E. Nichols, Russell A. Poldrack, Jean-Baptiste Poline, Tal Yarkoni, Daniel S. Margulies
NeuroVault.org: a web-based repository for collecting and sharing unthresholded statistical maps of the human brain. Frontiers Neuroinformatics 9 (2014)
Jessica R. Andrews-Hanna, Rebecca Saxe, Tal Yarkoni
Contributions of episodic retrieval and mentalizing to autobiographical thought: Evidence from functional neuroimaging, resting-state connectivity, and fMRI meta-analyses. NeuroImage 91 (2014)
Tal Yarkoni
Designing next-generation platforms for evaluating scientific output: what scientists can learn from the social web. Frontiers Comput. Neurosci. 6 (2012)
Russell A. Poldrack, Jeanette A. Mumford, Tom Schonberg, Donald J. Kalar, Bishal Barman, Tal Yarkoni
Discovering Relations Between Mind, Brain, and Mental Disorders Using Topic Mapping. PLoS Comput. Biol. 8 (10) (2012)
Tal Yarkoni, Nicole K. Speer, Jeffrey M. Zacks
Neural substrates of narrative comprehension and memory. NeuroImage 41 (4) (2008)
Tal Yarkoni, Nicole K. Speer, David A. Balota, Mark P. McAvoy, Jeffrey M. Zacks
Pictures of a thousand words: Investigating the neural mechanisms of reading with extremely rapid event-related fMRI. NeuroImage 42 (2) (2008)