GPU-PCC: A GPU Based Technique to Compute Pairwise Pearson's Correlation Coefficients for Big fMRI Data.
Taban EslamiMuaaz Gul AwanFahad SaeedPublished in: BCB (2017)
Keyphrases
- correlation coefficient
- pairwise
- graphics hardware
- graphics processors
- parallel implementation
- parallel computation
- precision recall
- similarity measure
- correlation analysis
- parallel processing
- real time
- ray casting
- pairwise interactions
- intuitionistic fuzzy sets
- gpu implementation
- markov random field
- volume rendering
- root mean squared error
- graphic processing unit
- principal components
- image based rendering
- similarity function
- times faster
- machine learning
- neural network
- texture mapping
- collision detection
- processing speed
- big data
- pattern recognition
- feature selection