Carlos A. Loza

17 papers B 2Misc 1Journal 3Unranked 11
YearRankTypeTitle / Venue / Authors
2021 — conf
Deep Neural Dynamic Bayesian Networks Applied to EEG Sleep Spindles Modeling.
MICCAI (5)
Carlos A. Loza, Laura L. Colgin
2020 J jnl
Robust autoregressive hidden semi-Markov models applied to EEG sleep spindles detection.
CoRR
Carlos A. Loza, Laura L. Colgin
2019 — conf
A Robust Fully Correntropy-Based Sparse Modeling Alternative to Dictionary Learning.
3PGCIC
Carlos A. Loza
2019 J jnl
RobOMP: Robust variants of Orthogonal Matching Pursuit for sparse representations.
PeerJ Comput. Sci.
Carlos A. Loza
2019 J jnl
RobOMP: Robust variants of Orthogonal Matching Pursuit for sparse representations.
PeerJ Prepr.
Carlos A. Loza
2019 — conf
Sparse Wave Packets Discriminate Motor Tasks in EEG-based BCIs.
NER
Carlos A. Loza, José C. Príncipe
2019 — conf
The Generalized Sleep Spindles Detector: A Generative Model Approach on Single-Channel EEGs.
IWANN (1)
Carlos A. Loza, José C. Príncipe
2018 — conf
Robust K-SVD: A Novel Approach for Dictionary Learning.
IWAIPR
Carlos A. Loza
2018 — conf
The Embedding Transform. A Novel Analysis of Non-Stationarity in the EEG.
EMBC
Carlos A. Loza, José C. Príncipe
2017 — conf
A marked point process approach for identifying neural correlates of tics in Tourette Syndrome.
EMBC
Carlos A. Loza, Jonathan B. Shute, José C. Príncipe, Michael S. Okun, Aysegul Gunduz
2017 — conf
Unsupervised robust detection of behavioral correlates in ECoG.
NER
Carlos A. Loza, José C. Príncipe
2016 — conf
A robust maximum correntropy criterion for dictionary learning.
MLSP
Carlos A. Loza, José C. Príncipe
2016 — conf
Estimation and modeling of EEG amplitude-temporal characteristics using a marked point process approach.
EMBC
Carlos A. Loza, José C. Príncipe
2016 B conf
Generalized Correntropy Matching Pursuit: A novel, robust algorithm for sparse decomposition.
IJCNN
Carlos A. Loza, José C. Príncipe
2016 Misc conf
Transient model of EEG using Gini Index-based matching pursuit.
ICASSP
Carlos A. Loza, José C. Príncipe
2014 — conf
Classification of hand movement direction based on EEG high-gamma activity.
EMBC
Carlos A. Loza, Gavin R. Philips, Mehrnaz Kh. Hazrati, Janis J. Daly, José C. Príncipe
2014 B conf
Hierarchical Linear Dynamical Systems: A new model for clustering of time series.
IJCNN
Goktug T. Cinar, Carlos A. Loza, José C. Príncipe