System-on-a-chip (SoC)-based hardware acceleration for extreme learning machine.
Amin SafaeiQ. M. Jonathan WuYimin YangAkilan ThangarajahPublished in: ICECS (2017)
Keyphrases
- extreme learning machine
- low cost
- hardware and software
- application specific integrated circuits
- low power
- support vector regression
- embedded systems
- feed forward neural networks
- feedforward neural networks
- neural network
- hidden nodes
- variable selection
- gaussian processes
- single layer
- activation function
- field programmable gate array
- multi layer
- hardware implementation
- general purpose processors
- recurrent neural networks
- pattern recognition
- learning algorithm