Gas Sensors Characterization and Multilayer Perceptron (MLP) Hardware Implementation for Gas Identification Using a Field Programmable Gate Array (FPGA).
Fayçal BenrekiaMokhtar AttariMounir BouheddaPublished in: Sensors (2013)
Keyphrases
- multilayer perceptron
- hardware implementation
- field programmable gate array
- neural network
- artificial neural networks
- genetic algorithm
- fpga implementation
- back propagation
- fpga device
- hardware architecture
- fpga technology
- neural network model
- programmable logic
- efficient implementation
- software implementation
- radial basis function
- hidden layer
- embedded systems
- signal processing
- hardware design
- pipelined architecture
- image processing algorithms
- dedicated hardware
- xilinx virtex
- general purpose processors
- parallel computing
- reconfigurable hardware
- activation function
- parallel architecture
- low cost
- low power consumption
- artificial intelligence
- massively parallel
- hardware software
- feature vectors
- feature extraction
- real time