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Pavan Ramkumar
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2020 – today
- 2022
- [j7]Alex Rogozhnikov, Pavan Ramkumar, Rishi Bedi, Saul Kato, G. Sean Escola:
Hierarchical confounder discovery in the experiment-machine learning cycle. Patterns 3(4): 100451 (2022) - [j6]Pavan Ramkumar, Saul Kato, G. Sean Escola:
Data science, human intelligence, and therapeutics discovery: An interview with Sean Escola, Saul Kato, and Pavan Ramkumar. Patterns 3(4): 100490 (2022) - 2020
- [j5]Mainak Jas, Titipat Achakulvisut, Aid Idrizovic, Daniel E. Acuna, Matthew Antalek, Vinícius Marques, Tommy Odland, Ravi Garg, Mayank Agrawal, Yu Umegaki, Peter Foley, Hugo Fernandes, Drew Harris, Beibin Li, Olivier Pieters, Scott Otterson, Giovanni De Toni, Chris C. Rodgers, Eva L. Dyer, Matti S. Hämäläinen, Konrad P. Körding, Pavan Ramkumar:
Pyglmnet: Python implementation of elastic-net regularized generalized linear models. J. Open Source Softw. 5(47): 1959 (2020)
2010 – 2019
- 2018
- [j4]Ari S. Benjamin, Hugo L. Fernandes, Tucker Tomlinson, Pavan Ramkumar, Chris VerSteeg, Raeed H. Chowdhury, Lee E. Miller, Konrad P. Körding:
Modern Machine Learning as a Benchmark for Fitting Neural Responses. Frontiers Comput. Neurosci. 12: 56 (2018) - 2016
- [j3]Pavan Ramkumar, Bruce C. Hansen, Sebastian Pannasch, Lester C. Loschky:
Visual information representation and rapid-scene categorization are simultaneous across cortex: An MEG study. NeuroImage 134: 295-304 (2016) - 2014
- [j2]Pavan Ramkumar, Lauri Parkkonen, Aapo Hyvärinen:
Group-level spatial independent component analysis of Fourier envelopes of resting-state MEG data. NeuroImage 86: 480-491 (2014) - 2012
- [b1]Pavan Ramkumar:
Advances in modeling and characterization of human neuromagnetic oscillations. Aalto University, Helsinki, Finland, 2012 - 2011
- [c1]Pavan Ramkumar, Sebastian Pannasch, Bruce C. Hansen, Adam M. Larson, Lester C. Loschky:
How Does the Brain Represent Visual Scenes? A Neuromagnetic Scene Categorization Study. MLINI 2011: 93-100 - 2010
- [j1]Aapo Hyvärinen, Pavan Ramkumar, Lauri Parkkonen, Riitta Hari:
Independent component analysis of short-time Fourier transforms for spontaneous EEG/MEG analysis. NeuroImage 49(1): 257-271 (2010)
Coauthor Index
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