A Hardware Accelerator for k-th Nearest Neighbor Thinning.
Tobias SchumacherRobert MeichePaul KaufmannEnno LübbersChristian PlesslMarco PlatznerPublished in: ERSA (2008)
Keyphrases
- nearest neighbor
- field programmable gate array
- k nearest neighbor
- low cost
- knn
- real time
- hardware and software
- hardware implementation
- preprocessing
- data points
- computer systems
- high dimensional
- high dimensional data
- index structure
- massively parallel
- nearest neighbor algorithm
- distance function
- parallel computing
- neural network
- hardware design
- binary pictures
- computing power
- nearest neighbor search
- computing systems
- thinning algorithm
- vlsi implementation
- classification rules
- training set
- image processing
- nearest neighbor queries
- topology preservation
- parallel hardware
- ibm zenterprise
- distance transform
- circuit design
- parallel implementation
- personal computer
- embedded systems
- efficient implementation
- data acquisition
- data mining
- data sets