Rogers F Silva

Rogers F Silva Email and Phone Number

Research Scientist @ TReNDS Center, Data Fusion expert @ TReNDS Center
Atlanta, GA, US
Rogers F Silva's Location
Atlanta, Georgia, United States, United States
Rogers F Silva's Contact Details

Rogers F Silva personal email

Rogers F Silva phone numbers

About Rogers F Silva

Multidisciplinary research scientist with extensive experience developing algorithms for statistical and machine learning, image analysis, and numerical optimization, mostly working with multimodal, multi-subject neuroimaging data from thousands of subjects.My research interests are: multimodal data fusion, statistical and machine learning, image, video and data analysis, multiobjective, combinatorial and constrained optimization, signal processing, and neuroimaging.I have developed robust generalizations of classical latent variable models like ICA and jICA utilizing statistical independence at a deeper layer of the neural network model.Some of the projects I have been collaborating include developing leading-edge solutions for distributed joint ICA and memory efficient, large scale, parallelizable group PCA.I also developed a reshuffling optimization technique for simulation of neuroimaging data using simulated annealing, conforming data samples into meaningful spatial maps.

Rogers F Silva's Current Company Details
TReNDS Center

Trends Center

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Research Scientist @ TReNDS Center, Data Fusion expert
Atlanta, GA, US
Website:
trendscenter.org
Employees:
74
Rogers F Silva Work Experience Details
  • Trends Center
    Trends Center
    Atlanta, Ga, Us
  • Trends Center
    Research Scientist
    Trends Center Jan 2019 - Present
    Atlanta, Georgia, Us
  • The Mind Research Network
    Adjunct Postdoctoral Fellow
    The Mind Research Network Jan 2019 - May 2019
    Albuquerque, New Mexico, Us
  • The Mind Research Network
    Postdoctoral Fellow
    The Mind Research Network Jan 2017 - Jan 2019
    Albuquerque, New Mexico, Us
  • The Mind Research Network
    Graduate Research Assistant
    The Mind Research Network Dec 2007 - Dec 2016
    Albuquerque, New Mexico, Us
    Developed new latent variable models and algorithms for exploratory data analysis of multimodal datasets (ICA, PCA, CCA, ISA, IVA, MISA) implementing numerical optimization techniques.Reviewed, implemented, and tested novel models for statistical signal processing, machine learning, and brain image analysis.Developed a novel simulation framework to test hypotheses and validate image analysis systems.Wrote articles for publication in peer-reviewed journals and conferences.Provided critical feedback on linear algebra, optimization, and simulations to peers and collaborators.Collaborated in the preparation of grant proposals.Reviewer for the NeuroImage journal and the Journal of Neuroscience Methods.Recruited subjects and performed data collection at an MRI scanner.Provided technical support in lab activities (e.g., courses sponsored by MIALab).
  • Datalytic Solutions
    Data Scientist
    Datalytic Solutions Jan 2017 - Jan 2019
  • Carnegie Mellon University
    Research Fellow
    Carnegie Mellon University May 2016 - Jul 2016
    Pittsburgh, Pa, Us
    Multimodal Neuroimaging Training Program (MNTP) - Diffusion Imaging
  • University Of Pittsburgh
    Research Fellow
    University Of Pittsburgh May 2016 - Jul 2016
    Pittsburgh, Pa, Us
    Multimodal Neuroimaging Training Program (MNTP) - Diffusion Imaging
  • Massachusetts Institute Of Technology (Mit)
    Visiting Fellow
    Massachusetts Institute Of Technology (Mit) Apr 2016 - May 2016
    Cambridge, Ma, Us
    MGH/HST Multimodality Short Course at the Martinos Center.
  • Harvard University
    Visiting Fellow
    Harvard University Apr 2016 - May 2016
    Cambridge, Massachusetts, Us
    MGH/HST Multimodality Short Course at the Martinos Center.
  • Ucla
    Neuroimaging Training Program (Nitp)
    Ucla Jul 2008 - Jul 2008
    Los Angeles, Ca, Us
    “Mathematics in Brain Imaging” Summer School held at the UCLA Institute for Pure and Applied Mathematics, from July 14 - 25 2008.
  • Maquinas Medianeira
    Consulting Engineer
    Maquinas Medianeira Mar 2006 - Apr 2006
  • Universidade Do Contestado
    Lecturer
    Universidade Do Contestado Aug 2005 - Dec 2005
    Mafra, Santa Catarina, Br
    Taught an undergraduate level class on robotics.Prepared class notes, homeworks and exams.
  • Muri Assembly Systems
    Electrical Engineer
    Muri Assembly Systems Oct 2003 - Aug 2005
    Designed and supervised the deployment of automotive and appliance assembly lines for clients such as Brose Chicago, Magneti Marelli, DANA, and Whirlpool.Interacted directly with clients to assess their needs and identify solutions.Consulting for peers in different departments and for new incoming projects.

Rogers F Silva Skills

Signal Processing Matlab Algorithms Machine Learning Image Processing Statistics Simulations Latex Data Analysis Programming Research Pattern Recognition C Medical Imaging Statistical Modeling Image Analysis Digital Image Processing Digital Imaging Biomedical Engineering Subspace Learning C++ Mathematical Modeling Optimization Independent Component Analysis Independent Vector Analysis Blind Source Separation Principal Component Analysis Mixed Effects Modeling Logistic Regression Multimodal Image Analysis Canonical Correlation Analysis Data Fusion

Rogers F Silva Education Details

  • The University Of New Mexico
    The University Of New Mexico
    Computer Engineering
  • The Mgh/Hst Martinos Center For Biomedical Imaging
    The Mgh/Hst Martinos Center For Biomedical Imaging
    Multimodal Brain Imaging
  • The University Of New Mexico
    The University Of New Mexico
    Computer Engineering
  • Federal University Of Rio Grande Do Sul
    Federal University Of Rio Grande Do Sul
    Computer Science
  • Pontifícia Universidade Católica Do Rio Grande Do Sul
    Pontifícia Universidade Católica Do Rio Grande Do Sul
    Electrical Engineering

Frequently Asked Questions about Rogers F Silva

What company does Rogers F Silva work for?

Rogers F Silva works for Trends Center

What is Rogers F Silva's role at the current company?

Rogers F Silva's current role is Research Scientist @ TReNDS Center, Data Fusion expert.

What is Rogers F Silva's email address?

Rogers F Silva's email address is ro****@****ail.com

What is Rogers F Silva's direct phone number?

Rogers F Silva's direct phone number is +150527*****

What schools did Rogers F Silva attend?

Rogers F Silva attended The University Of New Mexico, The Mgh/hst Martinos Center For Biomedical Imaging, The University Of New Mexico, Federal University Of Rio Grande Do Sul, Pontifícia Universidade Católica Do Rio Grande Do Sul.

What are some of Rogers F Silva's interests?

Rogers F Silva has interest in Science And Technology, Environment, Health.

What skills is Rogers F Silva known for?

Rogers F Silva has skills like Signal Processing, Matlab, Algorithms, Machine Learning, Image Processing, Statistics, Simulations, Latex, Data Analysis, Programming, Research, Pattern Recognition.

Who are Rogers F Silva's colleagues?

Rogers F Silva's colleagues are Masoud Seraji, Jelani Anderson, Yutong Gao, Malvika Sridhar, Natalia Maksymchuk, Moein Esfahani, Ram Sapkota.

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