Zobrazeno 1 - 10
of 32
pro vyhledávání: '"Hugo L. Fernandes"'
Autor:
Ari S. Benjamin, Hugo L. Fernandes, Tucker Tomlinson, Pavan Ramkumar, Chris VerSteeg, Raeed H. Chowdhury, Lee E. Miller, Konrad P. Kording
Publikováno v:
Frontiers in Computational Neuroscience, Vol 12 (2018)
Neuroscience has long focused on finding encoding models that effectively ask “what predicts neural spiking?” and generalized linear models (GLMs) are a typical approach. It is often unknown how much of explainable neural activity is captured, or
Externí odkaz:
https://doaj.org/article/78920c26a9a5463a97819d6ed0139a63
Publikováno v:
J Neurophysiol
If the brain abstractly represents probability distributions as knowledge, then the modality of a decision, e.g., movement vs. perception, should not matter. If, on the other hand, learned representations are policies, they may be specific to the tas
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::27f184193e7c774df5bad5a68f9305ae
https://doi.org/10.1152/jn.00035.2018
https://doi.org/10.1152/jn.00035.2018
Autor:
Yu Umegaki, Mainak Jas, Aid Idrizović, Drew Harris, Daniel E. Acuna, Vinicius Marques, Ravi Garg, Scott Otterson, Hugo L. Fernandes, Mayank Agrawal, Eva L. Dyer, Giovanni De Toni, Pavan Ramkumar, Titipat Achakulvisut, Peter Foley, Tommy Odland, Beibin Li, Chris C. Rodgers, Matti Hämäläinen, Matthew Antalek, Konrad P. Kording, Olivier Pieters
Publikováno v:
JOURNAL OF OPEN SOURCE SOFTWARE
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::7b4b013a92499d5fc557c68312c53a88
https://biblio.ugent.be/publication/8650816
https://biblio.ugent.be/publication/8650816
Publikováno v:
PLoS ONE, Vol 7, Iss 8, p e43016 (2012)
Generalization studies examine the influence of perturbations imposed on one movement onto other movements. The strength of generalization is traditionally interpreted as a reflection of the similarity of the underlying neural representations. Uncert
Externí odkaz:
https://doaj.org/article/00872cba24134c2fbe2a479edc07608b
Autor:
Lee E. Miller, Matthew G. Perich, Eva L. Dyer, Mohammad Gheshlaghi Azar, Hugo L. Fernandes, Konrad P. Kording, Stephanie Naufel
Publikováno v:
Nature biomedical engineering
Brain decoders use neural recordings to infer the activity or intent of a user. To train a decoder, one generally needs to infer the measured variables of interest (covariates) from simultaneously measured neural activity. However, there are cases fo
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::98b413d1c07f6290701193dbe2441ca5
https://doi.org/10.1038/s41551-017-0169-7
https://doi.org/10.1038/s41551-017-0169-7
Neurons are often probed by presenting a set of stimuli that vary along one dimension (e.g. color) and quantifying how this stimulus property affect neural activity. An open question, in particular where higher-level areas are involved, is how much t
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::32f7ef8b06c46b70365af9f73294585d
Autor:
Hugo L. Fernandes, Ricardo Gama
Publikováno v:
RecSys Challenge
In the RecSys Challenge 2019 the participants were asked to predict which items, from a presented list of items/accommodations of a search result on trivago, had been clicked-on during the last part of a user's session. Here we present the 7th place
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::2c214ee5b60b029e85d7a0b4296e4eaa
https://doi.org/10.1145/3359555.3359757
https://doi.org/10.1145/3359555.3359757
Publikováno v:
Pharmacology. 101(5-6)
Background/Aims: Several guidelines for neuropathic pain management and various effective drugs are available; however, neuropathic pain remains undertreated. This retrospective study aimed to evaluate the efficacy of topical capsaicin 8% in peripher
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::50d8a6586162f6c7295450b8d365da9c
https://pubmed.ncbi.nlm.nih.gov/29587275
https://pubmed.ncbi.nlm.nih.gov/29587275
If the brain abstractly represents probability distributions as knowledge, then the modality of a decision, e.g. movement vs perception, should not matter. If on the other hand, learned representations are policies, they may be specific to the task w
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::17b464b907e597d89e5674b83577d097
https://doi.org/10.1101/132829
https://doi.org/10.1101/132829
Autor:
Raeed H. Chowdhury, Pavan Ramkumar, Ari S. Benjamin, Lee E. Miller, Tucker Tomlinson, Hugo L. Fernandes, Christopher Versteeg, Konrad P. Kording
Neuroscience has long focused on finding encoding models that effectively ask “what predicts neural spiking?” and generalized linear models (GLMs) are a typical approach. It is often unknown how much of explainable neural activity is captured, or
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::04e88d2ddca3bc60f4b26468b0f9beea