Scalable and Portable Architecture for Probability Density Function Estimation on FPGAs.
Karthik NagarajanBrian HollandK. Clint SlattonAlan D. GeorgePublished in: FCCM (2008)
Keyphrases
- probability density function
- parzen window
- density estimation
- probability density
- density function
- kernel density estimation
- probability distribution
- hardware software
- hardware implementation
- statistical methods
- bhattacharyya distance
- kullback leibler divergence
- em algorithm
- mixture model
- bayesian framework
- gaussian mixture model
- expectation maximization
- fisher information
- distance function
- maximum likelihood estimation
- pattern classification
- machine learning
- maximum likelihood
- mutual information
- higher order
- decision trees
- feature selection