POSTER: A Memory-Access-Efficient Adaptive Implementation of kNN on FPGA through HLS.
Xiaojia SongTao XieStephen FischerPublished in: PACT (2019)
Keyphrases
- knn
- k nearest neighbor
- nearest neighbor
- efficient implementation
- distance function
- knn algorithm
- k nearest neighbour
- hardware implementation
- text classification
- memory access
- real time
- signal processing
- similarity search
- support vector machine
- general purpose
- data mining
- high efficiency
- neural network
- memory management