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Profile Details
Contact
★★★★★
☆☆☆☆☆
Hire Dr. Gonzalo A. Garcia
Spain

Expert in Data and Signal Processing | PhD. in Biomedical Engineering from Osaka University. M.Sc. in Computer Science.

Profile Summary
Subject Matter Expertise
Services
Scientific writing Grant proposal, Journal article, News article, Educational content
Data science & analysis Simple data analysis, Complex data analysis, Statistical analysis, Algorithm design, Data visualization
Academic research Internet research, Evidence-based answers, Secondary data compilation, Literature search
Work Experience

Senior Researcher at the Department of Artificial Intelligence

Sherpa.ai Europe

June 2018 - Present

Senior Researcher

Sherpa.ai

June 2018 - September 2020

Senior Researcher

Freelance Researcher

March 2013 - June 2018

Senior Researcher ad Project Manager

Tecnalia Corporación Tecnológica

January 2008 - December 2012

Marie Curie Post-doctoral fellow

Scuola Superiore Sant'Anna

April 2006 - April 2008

Research Assistant

Osaka University

April 2001 - April 2005

Doctoral Scholar, granted by Monbusho (Ministry of Education of Japan)

Osaka University

October 2000 - April 2005

Junior Assistant Professor

Universidad de Granada

January 1999 - April 1999

Education

Bachelor Degree in Psychology

Universidad Nacional de Educación a Distancia

2014 - 2017

Master Degree in Electronic Engineering

Universidad de Granada

2009 - 2014

PhD in Biomedical Engineering

Osaka University

2001 - 2005

Master Degree in Computer Science

Universidad de Granada

1996 - 1998

Bachelor Degree in Computer Science

Universidad de Granada

1992 - 1996

Certifications
  • Certification details not provided.
Publications
BOOK CHAPTER
Garc{\'\i}a, Gonzalo A and Okuno, Ryuhei and Akazawa, Kenzo(2013). Simulator of a myoelectrically controlled prosthetic hand with graphical display of upper limb and hand posture . Electrodiagnosis in New Frontiers of Clinical Research. InTech
Gavilanes-Miranda, Bego{\~n}a and De Gandarias, Juan J Goiriena and Garcia, Gonzalo A(2012). Comparison by EMG of running barefoot and running shod . Computational Intelligence in Electromyography Analysis-A Perspective on Current Applications and Future Challenges. InTech
Gavilanes-Miranda, Bego{\~n}a and De Gandarias, Juan J Goiriena and Garcia, Gonzalo A(2011). Walking and jogging: quantification of muscle activity of the lower extremities . Advances in Applied Electromyography. InTech
Garc{\'\i}a, Gonzalo A and Okuno, Ryuhei and Akazawa, Kenzo(2006). Independent Component Analysis of Surface EMG for Detection of Single Motoneurons Firing in Voluntary Isometric Contraction . Handbook of Neural Engineering. p. 519--533. John Wiley \& Sons, Inc.
Garc{\'\i}a, Gonzalo and Maekawa, Kazuya and Akazawa, Kenzo(2004). Decomposition of synthetic multi-channel surface-electromyogram using independent component analysis . Lecture Notes in Computer Science. Independent Component Analysis and Blind Signal Separation. p. 985--992. Springer Berlin/Heidelberg
CONFERENCE PAPER
Miljkovic, Nadica and Zabaleta, Haritz and Rodriguez-de-Pablo, Cristina and Keller, Thierry and Garcia, Gonzalo A(2013). EMG Topography of Low Back Muscles as a Tool for Posture Evaluation and for the Assessment of Lumbalgia Treatments Progress . Converging Clinical and Engineering Research on Neurorehabilitation. p. 495--499. Springer, Berlin, Heidelberg
Zabaleta, Haritz and Rodriguez-de-Pablo, Cristina and Miljkovic, Nadica and Keller, Thierry and Garcia, Gonzalo A(2012). sEMG-based detection of poor posture: a feasibility study . International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). p. 1210--1213.
Miljkovi{\'c}, Nadica and Bijeli{\'c}, Goran and Garcia, Gonzalo A and Popovi{\'c}, Mirjana B(2011). Independent Component Analysis of EMG for posture detection: sensitivity to variation of posture properties. Telecommunications Forum (TELFOR). p. 47--50.
Garcia, Gonzalo A and Keller, Thierry(2008). Advanced signal processing techniques applied to cross-talk reduction in forearm S-EMG . MyoElectric Controls/Powered Prosthetics (MEC) Conference.
Garcia, Gonzalo A and Zaccone, Franco and Ruff, Roman and Micera, Silvestro and Hoffmann, Klaus-Peter and Dario, Paolo(2007). Characterization of a new type of dry electrodes for long-term recordings of surface-electromyogram . IEEE 10th International Conference on Rehabilitation Robotics (ICORR). p. 849--853.
Wu, Yunfeng and Tao, Ningning and Tang, Luxian and Ma, Xu and Garcia, Gonzalo A and Mitsui, Mie(2004). Maxi program at IEEE EMBS student club of Beijing University of Posts and Telecommunications . 26th International Conference of the IEEE Engineering in Medicine and Biology Society (IEMBS). 2. p. 5192--5195.
Garc{\'\i}a, Gonzalo A and Nishitani, Ryouichi and Okuno, Ryuhei and Akazawa, Kenzo(2003). Independent component analysis as preprocessing tool for decomposition of surface electrode-array electromyogram . 4th International Symposium on Independent Component Analysis and Blind Signal Separation (ICA2003). p. 191--196.
Garcia, Gonzalo A and Akazawa, Kenzo and Okuno, Ryuhei(2003). Decomposition of surface electrode-array electromyogram of biceps brachii muscle in voluntary isometric contraction . 25th International Conference of the IEEE Engineering in Medicine and Biology Society. 3. p. 2483--2486.
Okuno, Ryuhei and Nishitani, Ryoichi and Garcia, Gonzalo A and Akazawa, Kenzo(2003). Interactive decomposition of MU with multi-channel template-matching of surface EMG . IEEE EMBS Asian-Pacific Conference on Biomedical Engineering. p. 226--227.
Garcia, Gonzalo A and Okuno, Ryuhei and Akazawa, Kenzo(2003). Surface electrode-array electromyogram decomposition . First International IEEE EMBS Conference on Neural Engineering. p. 388--391.
PATENT
Garcia, Gonzalo A and Rainieri, Sandra(2012). System to detect the level of stress/discomfort of aquatic animals . European Patent. Google Patents
JOURNAL ARTICLE
Theis, Fabian J and Garc{\'\i}a, Gonzalo A(2006). On the use of sparse signal decomposition in the analysis of multi-channel surface electromyograms . Signal Processing. 86. (3). p. 603--623. Elsevier
Garcia, Gonzalo A and Okuno, Ryuhei and Azakawa, K(2005). A decomposition algorithm for surface electrode-array electromyogram . IEEE engineering in medicine and biology magazine. 24. (4). p. 63--72. IEEE