| 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 | 171 | 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 | 167 | 2010 |
| Person identification using evoked potentials and peak matching GK Singhal, P RamKumar 2007 Biometrics Symposium, 1-6, 2007 | 56 | 2007 |
| 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 | 53 | 2013 |
| Premotor and motor cortices encode reward P Ramkumar, B Dekleva, S Cooler, L Miller, K Kording PloS one 11 (8), e0160851, 2016 | 48 | 2016 |
| 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), 1-11, 2016 | 45 | 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 | 36 | 2012 |
| 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 | 33 | 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 | 29 | 2014 |
| 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 | 23 | 2016 |
| 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, 56, 2018 | 21 | 2018 |
| Population coding of conditional probability distributions in dorsal premotor cortex JI Glaser, MG Perich, P Ramkumar, LE Miller, KP Kording Nature communications 9 (1), 1-14, 2018 | 21 | 2018 |
| 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 | 20 | 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 | 18 | 2016 |
| 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. Espoo, Aalto …, 2011 | 18 | 2011 |
| Testing independent component patterns by inter-subject or inter-session consistency A Hyvärinen, P Ramkumar Frontiers in Human Neuroscience 7, 94, 2013 | 17 | 2013 |
| Modern machine learning far outperforms GLMs at predicting spikes AS Benjamin, HL Fernandes, T Tomlinson, P Ramkumar, C VerSteeg, ... bioRxiv, 111450, 2017 | 13 | 2017 |
| Modern machine learning far outperforms GLMs at predicting spikes. bioRxiv AS Benjamin, HL Fernandes, T Tomlinson, P Ramkumar, C VerSteeg, ... | 6 | 2017 |
| Modeling peripheral visual acuity enables discovery of gaze strategies at multiple time scales during natural scene search P Ramkumar, H Fernandes, K Kording, M Segraves Journal of vision 15 (3), 19-19, 2015 | 5 | 2015 |
| How Does the Brain Represent Visual Scenes? A Neuromagnetic Scene Categorization Study P Ramkumar, S Pannasch, B Hansen, A Larson, L Loschky Machine Learning and Interpretation in Neuroimaging, 93-100, 2012 | 4 | 2012 |
