Carlos A Loza
Carlos A Loza
Postdoctoral Fellow. Colgin Lab. University of Texas at Austin
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Zitiert von
Zitiert von
Hippocampal place cell sequences differ during correct and error trials in a spatial memory task
C Zheng, E Hwaun, CA Loza, LL Colgin
Nature communications 12 (1), 3373, 2021
Transient model of EEG using Gini Index-based matching pursuit
CA Loza, JC Principe
2016 IEEE International Conference on Acoustics, Speech and Signal …, 2016
RobOMP: Robust variants of Orthogonal Matching Pursuit for sparse representations
C Loza
PeerJ Computer Science 5, 2019
A marked point process framework for extracellular electrical potentials
CA Loza, MS Okun, JC Principe
Frontiers in systems neuroscience 11, 95, 2017
A robust maximum correntropy criterion for dictionary learning
CA Loza, JC Principe
2016 IEEE 26th International Workshop on Machine Learning for Signal …, 2016
Classification of hand movement direction based on EEG high-gamma activity
CA Loza, GR Philips, MK Hazrati, JJ Daly, JC Principe
2014 36th Annual International Conference of the IEEE Engineering in …, 2014
The embedding transform. A novel analysis of non-stationarity in the EEG
CA Loza, JC Principe
2018 40th Annual International Conference of the IEEE Engineering in …, 2018
Hierarchical Linear Dynamical Systems: A new model for clustering of time series
GT Cinar, CA Loza, JC Principe
2014 International Joint Conference on Neural Networks (IJCNN), 2464-2470, 2014
Generalized correntropy matching pursuit: A novel, robust algorithm for sparse decomposition
CA Loza, JC Principe
2016 International Joint Conference on Neural Networks (IJCNN), 1723-1727, 2016
Discrimination of movement-related cortical potentials exploiting unsupervised learned representations from ECOGs
CA Loza, CG Reddy, S Akella, JC Príncipe
Frontiers in neuroscience 13, 467574, 2019
A marked point process approach for identifying neural correlates of tics in Tourette Syndrome
CA Loza, JB Shute, JC Principe, MS Okun, A Gunduz
2017 39th Annual International Conference of the IEEE Engineering in …, 2017
Unsupervised robust detection of behavioral correlates in ECoG
CA Loza, JC Principe
2017 8th International IEEE/EMBS Conference on Neural Engineering (NER), 509-512, 2017
The generalized sleep spindles detector: a generative model approach on single-channel EEGs
CA Loza, JC Principe
Advances in Computational Intelligence: 15th International Work-Conference …, 2019
Robust variants of dictionary learning exploiting M-estimators
CA Loza
2019 IEEE CHILEAN Conference on Electrical, Electronics Engineering …, 2019
A Transient Model for Neuronal Oscillations
CA Loza, JC Principe
Diss. Ph. D. thesis, 2017
Deep Neural Dynamic Bayesian Networks applied to EEG sleep spindles modeling
CA Loza, LL Colgin
International Conference on Medical Image Computing and Computer-Assisted …, 2021
EEG Models and Analysis
CA Loza, JC Principe
Handbook of Neuroengineering, 1-36, 2021
Robust K-SVD: a novel approach for dictionary learning
CA Loza
Progress in Artificial Intelligence and Pattern Recognition: 6th …, 2018
Estimation and modeling of EEG amplitude-temporal characteristics using a marked point process approach
CA Loza, JC Principe
2016 38th Annual International Conference of the IEEE Engineering in …, 2016
Robust autoregressive hidden semi-Markov models applied to EEG sleep spindles detection.
CA Loza, LL Colgin
CoRR, 2020
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