German Castellanos-Dominguez

Ph.D., National University of Colombia, Manizales, Colombia

Web of Science: Author-ID W-8196-2019, h-index (20), Publications (272), Citations (1757)
SCOPUS: Author-ID 25640642900, h-index (22), Publications (280), Citations (2288)
ORCID: https://orcid.org/0000-0002-0138-5489

G. Castellanos-Dominguez received his undergraduate degree in radiotechnical systems and his Ph.D. in processing devices and systems from the Moscow Technical University of communications and Informatics, in 1985 and 1990 respectively. Currently, he is a Professor in the Department of Electrical, Electronic, and Computation Engineering at the Universidad Nacional de Colombia, Manizales. In addition, he is Chairman of the GCPDS at the same university. His teaching and research interests include information and signal theory, digital signal processing, and bioengineering. Currently he works at the Departamento de Eléctrica, Electrónica y Computación (Manizales), National University of Colombia. German does research in Bioengineering. Their current project is ‘Brain connectivity analysis using high density EEG’.

Senior Researcher (National University of Colombia, Manizales), Manizales, Colombia

Skills and expertise
Biomedical Signal Processing, Stochastic Processes, Machine Learning

Doctorate in Signal Processing Moscow technical university of communications and informatics (Sep 1986 – Apr 1990) Reception Devices

Subspace learning, Dynamic feature extraction, Biomedical stochastic processes, Time-frequency representations, Statistical methods for short datasets, Adaptive Filter, Background Model, Background Subtraction, Bounding Box, Computational Cost, Kernel Bandwidth, Reproducing Kernel Hilbert Space, Time Series, Time Series Prediction, Action Recognition, Actual Observations, Adaptation Implementation, Adaptive Learning Rate, Application Of Solution, Artificial Neural Network, Artificial Neural Network Model, Automatic Detection, Autoregressive Integrated Moving Average, Bottom Left, Brain-computer Interface System, Camera Position, Cerebrospinal Fluid, Codebook, Codeword, Coefficient Matrix

Honors and awards
Colciencias Fellowship, 1980
Fellowship of Ministry of Higher Education USSR, 1986
JICA fellowship, Japan, 1994
Fellowship of Moscow Power Electronic Institute, 1997
Moscow Technical University of Communications and Informatics: graduated with Red Diploma 1985.

Academic experience
Graduate Student, including current Ph.D. research, Ph.D. and Masters level coursework and research/consulting projects. ITEC-TELECOM División Investigación, Bogota (1991-1992)
Research/consulting projects in radiocommunication field. Universidad Nacional Sede, Manizales, Facultad de Ingeniería (1992 – present)

Teaching position
Duties include administrative responsibilities with Program of Electronic and responsibility for lectures in Doctoral, Master and undergraduate programs.