Hugo_fernandes

Hugo Fernandes

^{(that’s Feynman on cargo cult science in the background)}

Contact

hugo-fernandes@northwestern.edu
RIC 1481
google scholar
kaggle
github
twitter

Work in progress

^{predict first, ask questions later}

Main

Modeling the representation of hue in visual area V4 during natural scene viewing
^{with Ramkumar P, Smith MA and Körding KP}

spykes: a collection of python tools for visualization and analysis of neural data
^{with Ramkumar P}

Synthetic neurophysiology using deep convolutional neural networks
^{with Ramkumar P, Smith MA and Körding KP}

Other

Cracking the neural code: a cryptography-inspired approach to brain decoding
^{Dyer EL*, Azar MG*, Fernandes HL, Perich MG , Lee ME, Körding KP (*authors contributed equally)}
^bioRxiv

Quantifying mesoscale neuroanatomy using X-ray microtomography
^{Dyer EL, Roncal, WG, Fernandes HL, Gursoy D, Xiao X, Vogelstein JT, Jacobsen C, Körding KP, Kasthuri N}
^arXiv

Publications

^{In my opinion, I mean, and I’m probably totally wrong (Dinosaur Comics)}

2016

Predicting difficult laryngoscopy using ultrasound-based measurement of distance from skin to epiglottis
^{Pinto J, Cordeiro L, Pereira C, Gama R, Fernandes HL, Assunção J

Journal of Critical Care (Abstract, Letter to Editor, Reply to Letter)}

2015

Modeling peripheral visual acuity enables discovery of gaze strategies at multiple time scales during natural scene search
^{Ramkumar P, Fernandes H, Kording K, Segraves M

Journal of Vision (Article)}

Using psychophysics to ask if the brain samples or maximizes
^{Acuna DE*, Berniker M*, Fernandes HL*, Körding KP (*authors contributed equally)

Journal of Vision (Article, F1000 recommendation)}
^{Typos: 1. It should read: “To create the splashes, we sampled four dots from … with two different standard deviations (2.5% of the screen width and 10% of the screen width).”; 2. In Equation 6: s2 instead of c2.}

2014

The generalization of prior uncertainty during reaching
^{Fernandes HL, Stevenson IH, Vilares I, Körding KP

Journal of Neuroscience (Abstract, PDF, Review paper)}

Saliency and saccade encoding in the frontal eye field during natural scene search
^{Fernandes HL, Stevenson IH, Phillips AN, Segraves MA, Körding KP

Cerebral Cortex (Abstract, PDF, Supp)}

Visualizing Armed Groups: The Democratic Republic of the Congo’s M23 in Focus
^{Nangini C, Jas M, Fernandes HL, Muggah R

Stability (Article, PDF, Visualization)}

2009-2013 PhD

Primary motor cortical discharge during force field adaptation reflects muscle-like dynamics (2013)
^{Cherian A, Fernandes HL, Miller LE

Journal of Neurophysiology (Article, PDF)}

Generalization of stochastic visuomotor rotations (2012)
^{Fernandes HL, Stevenson IH, Körding KP

PLoS ONE (Article, PDF)}

Differential representations of prior and likelihood uncertainty in the human brain (2012)
^{Vilares I, Howard JD, Fernandes HL, Gottfried JA, Körding KP

Current Biology (Abstract, PDF)}

Towards perceiving robots as humans – three handshake models face the Turing-like handshake test (2012)
^{Avraham G, Nisky I, Fernandes HL, Acuna DE, Körding KP, Loeb GE, Karniel A

IEEE Transactions on Haptics (Abstract)}

Measuring generalization of visuomotor perturbations in wrist movements using mobile phones (2011)
^{Fernandes HL*, Albert MV*, Körding KP (*authors contributed equally)

PLoS ONE (Article, PDF)}

In praise of “false” models and rich data (2010)
^{Fernandes HL, Körding KP

Journal of Motor Behavior (Abstract)}

Bayesian integration and non-linear feedback control in a full-body motor task (2009)
^{Stevenson IH, Fernandes HL, Vilares I, Wei K, and Körding KP

PLoS Computational Biology (Article, PDF)}

Before 2009

Functional Classification of Genes Using Non-Negative Independent Component Analysis (2008)
^{Chagoyen M, Fernandes H, Carazo JM and Pascual-Montano A

Progress in Industrial Mathematics (Abstract)}

Detection of Lung Nodule Candidates in Chest Radiographs (2007)
^{Pereira CS, Fernandes H, Mendonça AM, Campilho A

Pattern Recognition and Image Analysis (Abstract)}