Pavan Ramkumar
Pavan Ramkumar
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Cited by
Independent component analysis of short-time Fourier transforms for spontaneous EEG/MEG analysis
A Hyvärinen, P Ramkumar, L Parkkonen, R Hari
NeuroImage 49 (1), 257-271, 2010
Aberrant temporal and spatial brain activity during rest in patients with chronic pain
S Malinen, N Vartiainen, Y Hlushchuk, M Koskinen, P Ramkumar, N Forss, ...
Proceedings of the National Academy of Sciences 107 (14), 6493-6497, 2010
Chunking as the result of an efficiency computation trade-off
P Ramkumar, DE Acuna, M Berniker, ST Grafton, RS Turner, KP Kording
Nature communications 7 (1), 12176, 2016
Premotor and motor cortices encode reward
P Ramkumar, B Dekleva, S Cooler, L Miller, K Kording
PloS one 11 (8), e0160851, 2016
Feature-specific information processing precedes concerted activation in human visual cortex
P Ramkumar, M Jas, S Pannasch, R Hari, L Parkkonen
Journal of Neuroscience 33 (18), 7691-7699, 2013
Modern machine learning as a benchmark for fitting neural responses
AS Benjamin, HL Fernandes, T Tomlinson, P Ramkumar, C VerSteeg, ...
Frontiers in computational neuroscience 12, 317343, 2018
Person identification using evoked potentials and peak matching
GK Singhal, P RamKumar
2007 Biometrics Symposium, 1-6, 2007
Population coding of conditional probability distributions in dorsal premotor cortex
JI Glaser, MG Perich, P Ramkumar, LE Miller, KP Kording
Nature communications 9 (1), 1788, 2018
Role of expected reward in frontal eye field during natural scene search
JI Glaser, DK Wood, PN Lawlor, P Ramkumar, KP Kording, MA Segraves
Journal of neurophysiology 116 (2), 645-657, 2016
Uncertainty leads to persistent effects on reach representations in dorsal premotor cortex
BM Dekleva, P Ramkumar, PA Wanda, KP Kording, LE Miller
Elife 5, e14316, 2016
Characterization of neuromagnetic brain rhythms over time scales of minutes using spatial independent component analysis
P Ramkumar, L Parkkonen, R Hari, A Hyvärinen
Human brain mapping 33 (7), 1648-1662, 2012
Feature-based attention and spatial selection in frontal eye fields during natural scene search
P Ramkumar, PN Lawlor, JI Glaser, DK Wood, AN Phillips, MA Segraves, ...
Journal of neurophysiology 116 (3), 1328-1343, 2016
Visual information representation and rapid-scene categorization are simultaneous across cortex: An MEG study
P Ramkumar, BC Hansen, S Pannasch, LC Loschky
Neuroimage 134, 295-304, 2016
Group-level spatial independent component analysis of Fourier envelopes of resting-state MEG data
P Ramkumar, L Parkkonen, A Hyvärinen
Neuroimage 86, 480-491, 2014
Testing independent component patterns by inter-subject or inter-session consistency
A Hyvärinen, P Ramkumar
Frontiers in Human Neuroscience 7, 94, 2013
Pyglmnet: Python implementation of elastic-net regularized generalized linear models
M Jas, T Achakulvisut, A Idrizović, D Acuna, M Antalek, V Marques, ...
Journal of Open Source Software 5 (47), 2020
ICANN/PASCAL2 challenge: MEG mind reading—overview and results
A Klami, P Ramkumar, S Virtanen, L Parkkonen, R Hari, S Kaski
Proceedings of ICANN/PASCAL2 Challenge: MEG Mind Reading 2 (9), 3, 2011
Modern machine learning outperforms GLMs at predicting spikes
AS Benjamin, HL Fernandes, T Tomlinson, P Ramkumar, C VerSteeg, ...
bioRxiv, 111450, 2017
Optimization and scaling of patient-derived brain organoids uncovers deep phenotypes of disease
K Shah, R Bedi, A Rogozhnikov, P Ramkumar, Z Tong, B Rash, M Stanton, ...
bioRxiv, 2020.08. 26.251611, 2020
Modern machine learning far outperforms GLMs at predicting spikes. bioRxiv
AS Benjamin, HL Fernandes, T Tomlinson, P Ramkumar, C VerSteeg, ...
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