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Carlos A. Loza
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2020 – today
- 2021
- [c14]Carlos A. Loza, Laura L. Colgin:
Deep Neural Dynamic Bayesian Networks Applied to EEG Sleep Spindles Modeling. MICCAI (5) 2021: 550-560 - 2020
- [i2]Carlos A. Loza, Laura L. Colgin:
Robust autoregressive hidden semi-Markov models applied to EEG sleep spindles detection. CoRR abs/2010.08641 (2020)
2010 – 2019
- 2019
- [j1]Carlos A. Loza:
RobOMP: Robust variants of Orthogonal Matching Pursuit for sparse representations. PeerJ Comput. Sci. 5: e192 (2019) - [c13]Carlos A. Loza:
A Robust Fully Correntropy-Based Sparse Modeling Alternative to Dictionary Learning. 3PGCIC 2019: 838-847 - [c12]Carlos A. Loza, José C. Príncipe:
The Generalized Sleep Spindles Detector: A Generative Model Approach on Single-Channel EEGs. IWANN (1) 2019: 127-138 - [c11]Carlos A. Loza, José C. Príncipe:
Sparse Wave Packets Discriminate Motor Tasks in EEG-based BCIs. NER 2019: 639-642 - [i1]Carlos A. Loza:
RobOMP: Robust variants of Orthogonal Matching Pursuit for sparse representations. PeerJ Prepr. 7: e27482 (2019) - 2018
- [c10]Carlos A. Loza, José C. Príncipe:
The Embedding Transform. A Novel Analysis of Non-Stationarity in the EEG. EMBC 2018: 3112-3115 - [c9]Carlos A. Loza:
Robust K-SVD: A Novel Approach for Dictionary Learning. IWAIPR 2018: 185-192 - 2017
- [c8]Carlos A. Loza, Jonathan B. Shute, José C. Príncipe, Michael S. Okun, Aysegul Gunduz:
A marked point process approach for identifying neural correlates of tics in Tourette Syndrome. EMBC 2017: 4375-4378 - [c7]Carlos A. Loza, José C. Príncipe:
Unsupervised robust detection of behavioral correlates in ECoG. NER 2017: 509-512 - 2016
- [c6]Carlos A. Loza, José C. Príncipe:
Estimation and modeling of EEG amplitude-temporal characteristics using a marked point process approach. EMBC 2016: 3720-3723 - [c5]Carlos A. Loza, José C. Príncipe:
Transient model of EEG using Gini Index-based matching pursuit. ICASSP 2016: 724-728 - [c4]Carlos A. Loza, José C. Príncipe:
Generalized Correntropy Matching Pursuit: A novel, robust algorithm for sparse decomposition. IJCNN 2016: 1723-1727 - [c3]Carlos A. Loza, José C. Príncipe:
A robust maximum correntropy criterion for dictionary learning. MLSP 2016: 1-6 - 2014
- [c2]Carlos A. Loza, Gavin R. Philips, Mehrnaz Kh. Hazrati, Janis J. Daly, José C. Príncipe:
Classification of hand movement direction based on EEG high-gamma activity. EMBC 2014: 6509-6512 - [c1]Goktug T. Cinar, Carlos A. Loza, José C. Príncipe:
Hierarchical Linear Dynamical Systems: A new model for clustering of time series. IJCNN 2014: 2464-2470
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