Pavan Ramkumar

发表

Population coding of conditional probability distributions in dorsal premotor cortex

Joshua I Glaser, Matthew G Perich, Pavan Ramkumar, 2017, Nature Communications.

ICANN/PASCAL2 Challenge: MEG Mind Reading — Overview and Results

Samuel Kaski, Arto Klami, Lauri Parkkonen, 2012 .

Independent component analysis of short-time Fourier transforms for spontaneous EEG/MEG analysis

Aapo Hyvärinen, Lauri Parkkonen, Riitta Hari, 2010, NeuroImage.

Modeling peripheral visual acuity enables discovery of gaze strategies at multiple time scales during natural scene search.

Konrad Kording, Pavan Ramkumar, Hugo L. Fernandes, 2015, Journal of vision.

Group-level spatial independent component analysis of Fourier envelopes of resting-state MEG data

Aapo Hyvärinen, Lauri Parkkonen, Pavan Ramkumar, 2014, NeuroImage.

Testing Independent Component Patterns by Inter-Subject or Inter-Session Consistency

Aapo Hyvärinen, Pavan Ramkumar, A. Hyvärinen, 2013, Front. Hum. Neurosci..

Pyglmnet: Python implementation of elastic-net regularized generalized linear models

Eva L. Dyer, Matti Hämäläinen, Konrad P. Kording, 2020, J. Open Source Softw..

Hue tuning curves in V4 change with visual context

Konrad P. Kording, Matthew A. Smith, Pavan Ramkumar, 2019, bioRxiv.

How Does the Brain Represent Visual Scenes? A Neuromagnetic Scene Categorization Study

Lester C. Loschky, Pavan Ramkumar, Adam M. Larson, 2011, MLINI.

Chunking as the result of an efficiency computation trade-off

Max Berniker, Konrad P. Kording, Scott T. Grafton, 2016, Nature Communications.

Dynamic remapping in Monkey Frontal Eye Field preserves a retinotopic representation during visual search, then compresses space toward the search target.

Konrad P. Kording, Pavan Ramkumar, Joshua I. Glaser, 2018 .

Modern Machine Learning as a Benchmark for Fitting Neural Responses

Konrad P. Körding, Lee E. Miller, Pavan Ramkumar, 2018, Front. Comput. Neurosci..

A rapid whole-brain neural portrait of scene category inference.

Pavan Ramkumar, Sebastian Pannasch, Lester Loschky, 2015, Journal of vision.

Modern machine learning outperforms GLMs at predicting spikes

Pavan Ramkumar, Hugo L. Fernandes, Konrad Paul Kording, 2017, bioRxiv.

Visual information representation and rapid-scene categorization are simultaneous across cortex: An MEG study

Lester C. Loschky, Pavan Ramkumar, Bruce C. Hansen, 2016, NeuroImage.

Advances in modeling and characterization of human neuromagnetic oscillations

Pavan Ramkumar, P. Ramkumar, 2012 .

Multi-class Gaussian process classification of single-trial MEG based on frequency specific latent features extracted with linear binary classifiers

Samuel Kaski, Seppo Virtanen, Arto Klami, 2011 .

Uncertainty leads to persistent effects on reach representations in dorsal premotor cortex

Pavan Ramkumar, Lee E Miller, Konrad P Kording, 2016, eLife.

Feature-based attention and spatial selection in frontal eye fields during natural scene search.

Joshua I Glaser, Pavan Ramkumar, Konrad P Kording, 2016, Journal of neurophysiology.

Oscillatory response function: Towards a parametric model of rhythmic brain activity

Lauri Parkkonen, Riitta Hari, Pavan Ramkumar, 2010, Human brain mapping.