A Task-Parallel and Reconfigurable FPGA-Based Hardware Implementation of Extreme Learning Machine.
Hui HuangHai-Jun RongZhao-Xu YangPublished in: ASSE (2022)
Keyphrases
- hardware implementation
- extreme learning machine
- parallel architecture
- field programmable gate array
- processing elements
- feed forward neural networks
- signal processing
- hardware architecture
- feedforward neural networks
- neural network
- efficient implementation
- pipelined architecture
- hardware design
- activation function
- support vector regression
- single layer
- gaussian processes
- hidden nodes
- support vector machine
- back propagation
- shared memory
- image processing algorithms
- parallel computing
- variable selection
- pattern recognition
- reinforcement learning
- radial basis function
- reconfigurable hardware
- learning algorithm
- real time
- feature extraction
- fuzzy logic
- general purpose
- hidden layer