FPGA-based hardware accelerator for the prediction of protein secondary class via fuzzy K-nearest neighbors with Lempel-Ziv complexity based distance measure.
Yong Tat TanBakhtiar Affendi RosdiPublished in: Neurocomputing (2015)
Keyphrases
- distance measure
- k nearest neighbor
- knn
- field programmable gate array
- distance function
- nearest neighbor
- euclidean distance
- hardware implementation
- similarity measure
- neural network
- nearest neighbor algorithm
- dynamic time warping
- distance metric
- lempel ziv
- computational complexity
- vector space
- edit distance
- data compression
- support vector machine
- feature selection
- data sets
- high dimensional data
- pattern matching
- multiscale
- image processing
- distance computation
- machine learning