K-Nearest Neighbor Hardware Accelerator Using In-Memory Computing SRAM.
Jyotishman SaikiaShihui YinZhewei JiangMingoo SeokJae-sun SeoPublished in: ISLPED (2019)
Keyphrases
- k nearest neighbor
- knn
- nearest neighbor
- text categorization
- neural network
- support vector machine
- low cost
- random access memory
- knn classifier
- knn algorithm
- support vector machine svm
- memory management
- classification algorithm
- vowel recognition
- graph construction
- field programmable gate array
- classification method
- nearest neighbor algorithm
- power consumption
- compute intensive
- k nearest neighbour
- parallel implementation
- hardware implementation
- knn classification
- text classification
- embedded systems
- binary classification tasks
- main memory
- distance function
- knowledge discovery