Carlos Loza


About Me

I am a PhD candidate from Ecuador. I have a Bachelorís degree in Electrical Engineering from Universidad San Francisco de Quito, Ecuador and a Masterís degree in Satellite Navigation from Politecnico di Torino, Italy.
 
My Research Interests

General Interests:
- Statistical Signal Processing.
- Estimation Theory.
- Biomedical Applications of Signal Processing.

Specific Interests:
- Brain-Computer Interfaces (BCI)
- Analysis and processing of LFP and EEG recordings.
- Sparse decomposition and dictionary learning.
- Robust decomposition methods.
- Estimation and inference on marked point processes.
- Analysis and processing of Deep Brain Stimulation (DBS) recordings of Parkinsonís disease patients.
 
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CNEL Papers
Conference Papers
1Carlos A. Loza, Jose C. Principe, "ECoG Behavioral Correlates based on Neuromodulation Rates," Minnesota Neuromodulation Symposium.(Accepted) (author PDF)
2Carlos A. Loza, Jose C. Principe, "Unsupervised Robust Detection of Behavioral Correlates in ECoG," IEEE EMBS Neural Engineering Conference.(Accepted) (author PDF)
3Loza, Carlos and Principe, Jose C, "A Transient Model for Neuronal Oscillations", Minnesota Neuromodulation Symposium, pp. 87-, Apr. 2016,DOI:http://neuromodulation.umn.edu/doc/MNS2016ProgramAndAbstracts.pdf (author PDF)
4Carlos A. Loza, Jose C. Principe, "TRANSIENT MODEL OF EEG USING GINI INDEX-BASED MATCHING PURSUIT", Intl. Conf. on Acoustics, Speech, and Signal Processing, pp. 724-728, Mar. 2016,DOI:10.1109/ICASSP.2016.7471770 (author PDF)
5Carlos A. Loza, Jose C. Principe, "Generalized Correntropy Matching Pursuit: A novel, robust algorithm for sparse decomposition", Intl. Joint Conf. on Neural Networks, pp. 1723-1727, 2016,DOI:https://doi.org/10.1109/IJCNN.2016.7727406 (author PDF)
6Carlos A. Loza, Jose C. Principe, "Estimation and Modeling of EEG Amplitude-Temporal Characteristics Using a Marked Point Process Approach", Intl. Conf. on Engineering in Medicine and Biology, pp. 3720-3723, 2016,DOI:https://doi.org/10.1109/EMBC.2016.7591536 (author PDF)
7Carlos A. Loza, Jose C. Principe, "A Robust Maximum Correntropy Criterion for Dictionary Learning", IEEE Int. Workshop on Machine Learning for Signal Processing, pp. 1-6, 2016,DOI:https://doi.org/10.1109/MLSP.2016.7738898 (author PDF)
8Carlos A. Loza, Gavin R. Philips, Mehrnaz Kh. Hazrati, Janis J. Daly, Jose C. Principe, "Classification of Hand Movement Direction Based on EEG High-Gamma Activity", Intl. Conf. on Engineering in Medicine and Biology, pp. 6509-6512, Aug. 2014,DOI:10.1109/EMBC.2014.6945119 (author PDF)
9Goktug T. Cinar, Carlos A. Loza, Jose C. Principe, "Hierarchical Linear Dynamical Systems: A new model for clustering of time series", Intl. Joint Conf. on Neural Networks, pp. 2464-2470, July 2014,DOI:10.1109/IJCNN.2014.6889858 (author PDF)
 

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