Publications by authors named "Pavan Ramkumar"

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Data science, human intelligence, and therapeutics discovery: An interview with Sean Escola, Saul Kato, and Pavan Ramkumar.
Pavan Ramkumar, Saul Kato, G Sean Escola

Patterns (N Y)· April 2022

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Hierarchical confounder discovery in the experiment-machine learning cycle.
Alex Rogozhnikov, Pavan Ramkumar, Rishi Bedi, Saul Kato, G Sean Escola

Patterns (N Y)· April 2022

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Modern Machine Learning as a Benchmark for Fitting Neural Responses.
Ari S Benjamin, Hugo L Fernandes, Tucker Tomlinson, Pavan Ramkumar, Chris VerSteeg

Front Comput Neurosci· July 2018

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Population coding of conditional probability distributions in dorsal premotor cortex.
Joshua I Glaser, Matthew G Perich, Pavan Ramkumar, Lee E Miller, Konrad P Kording

Nat Commun· May 2018

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Premotor and Motor Cortices Encode Reward.
Pavan Ramkumar, Brian Dekleva, Sam Cooler, Lee Miller, Konrad Kording

PLoS One· August 2017

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Feature-based attention and spatial selection in frontal eye fields during natural scene search.
Pavan Ramkumar, Patrick N Lawlor, Joshua I Glaser, Daniel K Wood, Adam N Phillips

J Neurophysiol· September 2016

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Role of expected reward in frontal eye field during natural scene search.
Joshua I Glaser, Daniel K Wood, Patrick N Lawlor, Pavan Ramkumar, Konrad P Kording

J Neurophysiol· August 2016

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Visual information representation and rapid-scene categorization are simultaneous across cortex: An MEG study.
Pavan Ramkumar, Bruce C Hansen, Sebastian Pannasch, Lester C Loschky

Neuroimage· July 2016

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Chunking as the result of an efficiency computation trade-off.
Pavan Ramkumar, Daniel E Acuna, Max Berniker, Scott T Grafton, Robert S Turner

Nat Commun· July 2016

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Uncertainty leads to persistent effects on reach representations in dorsal premotor cortex.
Brian M Dekleva, Pavan Ramkumar, Paul A Wanda, Konrad P Kording, Lee E Miller

Elife· July 2016

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Modeling peripheral visual acuity enables discovery of gaze strategies at multiple time scales during natural scene search.
Pavan Ramkumar, Hugo Fernandes, Konrad Kording, Mark Segraves

J Vis· March 2015

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Group-level spatial independent component analysis of Fourier envelopes of resting-state MEG data.
Pavan Ramkumar, Lauri Parkkonen, Aapo Hyvärinen

Neuroimage· February 2014

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Feature-specific information processing precedes concerted activation in human visual cortex.
Pavan Ramkumar, Mainak Jas, Sebastian Pannasch, Riitta Hari, Lauri Parkkonen

J Neurosci· May 2013

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Testing independent component patterns by inter-subject or inter-session consistency.
Aapo Hyvärinen, Pavan Ramkumar

Front Hum Neurosci· March 2013

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Characterization of neuromagnetic brain rhythms over time scales of minutes using spatial independent component analysis.
Pavan Ramkumar, Lauri Parkkonen, Riitta Hari, Aapo Hyvärinen

Hum Brain Mapp· July 2012

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Oscillatory response function: towards a parametric model of rhythmic brain activity.
Pavan Ramkumar, Lauri Parkkonen, Riitta Hari

Hum Brain Mapp· May 2010

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Aberrant temporal and spatial brain activity during rest in patients with chronic pain.
Sanna Malinen, Nuutti Vartiainen, Yevhen Hlushchuk, Miika Koskinen, Pavan Ramkumar

Proc Natl Acad Sci U S A· April 2010

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Independent component analysis of short-time Fourier transforms for spontaneous EEG/MEG analysis.
Aapo Hyvärinen, Pavan Ramkumar, Lauri Parkkonen, Riitta Hari

Neuroimage· January 2010

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