Dr. Gary N. Garcia Molina was born in Sucre, Bolivia. He received his M.Sc. degree in Electrical Engineering from the Swiss Federal Institute of Technology (EPFL) in 2001. His diploma work was on the application of pattern recognition techniques to speech processing. He then worked as software engineer in the design and implementation of distributed systems for multimedia content broadcasting.
In April 2001 he joint Prof. Ebrahimi’s group as a PhD student, where he was involved in several projects in image, video and biomedical signal processing. He developed an adaptive direct brain-computer communication device with strong emphasis on the models and interpretations of synchronized neural activity. He obtained his PhD degree in 2004.
PUBLICATIONS
Journal Articles
2021
The CMS Phase-1 pixel detector upgrade
Journal Of Instrumentation. 2021-02-01. Vol. 16, num. 2, p. P02027. DOI : 10.1088/1748-0221/16/02/P02027.2003
Brain-Computer Interface in Multimedia Communication
IEEE Signal Processing Magazine. 2003. Vol. 20, num. 1, p. 14-24. DOI : 10.1109/MSP.2003.1166626.Joint Time-Frequency-Space Classification of EEG in a Brain Computer Interface Application
Eurasip Journal on Applied Signal Processing. 2003. num. 7, p. 713-729. DOI : 10.1155/S1110865703302082.Conference Papers
2022
Gait-dependent Traversability Estimation on the k-rock2 Robot
2022-01-01. 26th International Conference on Pattern Recognition / 8th International Workshop on Image Mining – Theory and Applications (IMTA), Montreal, CANADA, Aug 21-25, 2022. p. 4204-4210. DOI : 10.1109/ICPR56361.2022.9956424.2005
Identification of Image Variations based on Equivalence Classes
2005. DOI : 10.1117/12.631578.Images Identification Based on Equivalence Classes
2005.A Boosting Approach to P300 Detection with Application to Brain-Computer Interfaces
2005. p. 97-100. DOI : 10.1109/CNE.2005.1419562.2004
Application of the Evidence Framework to Brain-Computer Interfaces
2004. p. 446-449. DOI : 10.1109/IEMBS.2004.1403190.2003
Human-Computer adaptation for EEG based communication
2003. IEEE Engineering in Medicine and Biology Conference.Direct Brain-Computer Communication with User Rewarding Mechanism
2003. p. 221. DOI : 10.1109/ISIT.2003.1228235.Support Vector EEG Classification in the Fourier and Time-Frequency Correlation
2003. p. 591-594. DOI : 10.1109/CNE.2003.1196897.Correlative Exploration of EEG Signals for Direct Brain-Computer Communication
2003. p. 816-819. DOI : 10.1109/ICASSP.2003.1200096.2002
Classification of EEG Signals in the Ambiguity Domain for Brain-Computer Interface Applications
2002. 2002 14th International Conference on Digital Signal Processing Proceedings. DSP 2002, Santorini, Greece, 1-3 July 2002. p. 301-305. DOI : 10.1109/ICDSP.2002.1027892.Time-Frequency-Space Kernel for Single EEG-Trial Classification
2002.Theses
2004
Direct brain-computer communication through scalp recorded EEG signals
Lausanne, EPFL, 2004.Reports
2004
Direct Brain-Computer Communication Through EEG Signals
2004
2003
Brain states analysis for direct brain-computer communication
2003