Silicon spiking neurons for hardware implementation of extreme learning machines.
Arindam BasuSun ShuoHongming ZhouMeng-Hiot LimGuang-Bin HuangPublished in: Neurocomputing (2013)
Keyphrases
- hardware implementation
- extreme learning machines
- spiking neurons
- neuron model
- signal processing
- efficient implementation
- biologically plausible
- feed forward
- dedicated hardware
- neural network
- software implementation
- fpga implementation
- low cost
- image processing algorithms
- spike trains
- field programmable gate array
- spiking neural networks
- biologically inspired
- hebbian learning
- learning algorithm
- feature extraction
- image processing