Accelerating Low Bit-width Neural Networks at the Edge, PIM or FPGA: A Comparative Study.
Nakul KocharLucas EkiertDeniz NajafiDeliang FanShaahin AngiziPublished in: ACM Great Lakes Symposium on VLSI (2023)
Keyphrases
- neural network
- high speed
- comparative study
- pattern recognition
- feed forward
- neural network model
- back propagation
- artificial neural networks
- edge detection
- signal processing
- recurrent neural networks
- neural nets
- multi layer
- hardware implementation
- multilayer perceptron
- fuzzy logic
- real time
- genetic algorithm
- edge information
- xilinx virtex
- image processing
- input image
- fault diagnosis
- fuzzy systems
- multi layer perceptron
- single chip
- hardware architecture
- low power consumption