A Low-power 3D Point Clouds Matching Processor with 1D-CNN Prediction and CAM-based In-memory kNN Searching.
Jeongmin ShinHoichang JeongSeungbin KimKeonhee ParkSangho LeeKyuho LeePublished in: AICAS (2024)
Keyphrases
- low power
- knn
- high speed
- single chip
- k nearest neighbor
- gate array
- low cost
- power consumption
- nearest neighbor
- k nearest neighbour
- distance function
- knn algorithm
- power dissipation
- text classification
- knn classification
- logic circuits
- low power consumption
- similarity search
- knn classifier
- support vector machine
- neural network
- digital signal processing
- cmos technology
- vlsi architecture
- feature selection
- vlsi circuits
- mixed signal
- distance metric
- k nearest
- processing elements
- power reduction
- image processing
- image sensor
- parallel processing
- range queries