SlideShare a Scribd company logo
BRAINQUBEWork organization
Marta Brunetti marta.brunetti@mail.polimi.it
Chiara Coletti chiara.coletti@mail.polimi.it
Eleonora D’Arnese eleonora.darnese@mail.polimi.it
BRAINQUBE 2
1. State of Art analysis
Studying the resting
state brain connectivity
context and fMRI
images features
Best algorithm to
reconstruct brain networks:
the ICA (Independent
Component Analysis)
BRAINQUBE 3
2. Implementation
MATLAB C code FPGA
complexity
BRAINQUBE 4
3. Results validation
+
Reduction of energy
consumption with low
execution time
Accuracy compared
to other
implementations
BRAINQUBE 5
Gantt
Task name End date
BRAINQUBE 6
Strengths Weaknesses
Opportunities Threats
Low energy consumption
Low execution time
Low cost tool
Skills in the biomedical field
Only one algorithm implemented
Less user friendly than clinical
softwares
No fMRI machinery available
Growing interest in resting state
BNs
NECSTlab Technical support
fMRI scans provided by Humanitas
hospital
More complete tools available
Possible difficulties in results
reading by doctors
Please, feel free to write us:
marta.brunetti@mail.polimi.it
chiara.coletti@mail.polimi.it
eleonora.darnese@mail.polimi.it
Facebook https://www.facebook.com/brainqubeatnecst
Twitter https://twitter.com/BrainQube_NECST
Slideshare https://www.slideshare.net/BrainQubeNecst
BRAINQUBEContacts
We would like to thank Humanitas Research Hospital for providing the fMRI scans.

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BrainQube - Work organization [XOHW17]

  • 1. BRAINQUBEWork organization Marta Brunetti marta.brunetti@mail.polimi.it Chiara Coletti chiara.coletti@mail.polimi.it Eleonora D’Arnese eleonora.darnese@mail.polimi.it
  • 2. BRAINQUBE 2 1. State of Art analysis Studying the resting state brain connectivity context and fMRI images features Best algorithm to reconstruct brain networks: the ICA (Independent Component Analysis)
  • 3. BRAINQUBE 3 2. Implementation MATLAB C code FPGA complexity
  • 4. BRAINQUBE 4 3. Results validation + Reduction of energy consumption with low execution time Accuracy compared to other implementations
  • 6. BRAINQUBE 6 Strengths Weaknesses Opportunities Threats Low energy consumption Low execution time Low cost tool Skills in the biomedical field Only one algorithm implemented Less user friendly than clinical softwares No fMRI machinery available Growing interest in resting state BNs NECSTlab Technical support fMRI scans provided by Humanitas hospital More complete tools available Possible difficulties in results reading by doctors
  • 7. Please, feel free to write us: marta.brunetti@mail.polimi.it chiara.coletti@mail.polimi.it eleonora.darnese@mail.polimi.it Facebook https://www.facebook.com/brainqubeatnecst Twitter https://twitter.com/BrainQube_NECST Slideshare https://www.slideshare.net/BrainQubeNecst BRAINQUBEContacts We would like to thank Humanitas Research Hospital for providing the fMRI scans.