Time and Energy Efficient Matrix Factorization Using FPGAs.
Seonil ChoiViktor K. PrasannaPublished in: FPL (2003)
Keyphrases
- energy efficient
- matrix factorization
- wireless sensor networks
- collaborative filtering
- energy consumption
- recommender systems
- sensor networks
- low rank
- field programmable gate array
- nonnegative matrix factorization
- missing data
- energy efficiency
- base station
- negative matrix factorization
- factorization methods
- factor analysis
- data dissemination
- data transmission
- tensor factorization
- multi core architecture
- sensor nodes
- stochastic gradient descent
- latent factors
- probabilistic matrix factorization
- item recommendation
- hardware implementation
- routing protocol
- social networks
- embedded systems
- routing algorithm
- power consumption
- user behavior
- human computer interaction
- data streams