Conversion of Artificial Neural Network to Spiking Neural Network for Hardware Implementation.
Yi-Lun ChenChih-Cheng LuKai-Cheung JuangKea-Tiong TangPublished in: ICCE-TW (2019)
Keyphrases
- hardware implementation
- spiking neural networks
- artificial neural networks
- feed forward
- learning rules
- neural network
- signal processing
- spiking neurons
- efficient implementation
- back propagation
- cerebellar model
- dedicated hardware
- fpga implementation
- neural network model
- hidden layer
- image processing algorithms
- genetic algorithm
- biologically inspired
- multilayer perceptron
- hardware design
- recurrent neural networks
- activation function
- field programmable gate array
- software implementation
- radial basis function
- liquid state machine
- biologically plausible
- visual information
- low cost
- machine learning