Vigil: A RISC-V SoC Architecture for 2-fold Hybrid CNN-kNN based Fall Detector Implementation on FPGA.
Tamonash BhattacharyyaPrasun Ghosal SonamSujay DebPublished in: VLSID (2024)
Keyphrases
- knn
- hardware architecture
- k nearest neighbor
- hardware implementation
- hardware architectures
- nearest neighbor
- hardware software co design
- instruction set
- fpga technology
- xilinx virtex
- field programmable gate array
- software implementation
- reconfigurable hardware
- dedicated hardware
- hardware design
- text categorization
- distance function
- parallel architecture
- k nearest neighbour
- hardware and software
- classification algorithm
- low cost
- support vector machine
- fpga implementation
- classification method
- similarity search
- knn algorithm
- fpga device
- support vector machine svm
- low power consumption
- text classification
- shows significant improvements
- neural network
- k nearest
- computer architecture
- low power
- efficient implementation
- machine learning
- real time
- nearest neighbour
- feature extraction
- hierarchical document clustering