Batch normalization-free weight-binarized SNN based on hardware-saving IF neuron.
Guanchao QiaoNanning ZhengY. ZuoP. J. ZhouM. L. SunShaogang HuQi YuY. LiuPublished in: Neurocomputing (2023)
Keyphrases
- low cost
- nearest neighbor
- hardware and software
- real time
- neural network
- input image
- preprocessing
- document images
- embedded systems
- vlsi implementation
- hardware architecture
- computing power
- weight assignment
- parallel hardware
- batch mode
- high end
- weighting scheme
- hardware implementation
- image processing
- activation function
- computing systems
- training algorithm
- quality prediction
- computer systems
- synaptic weights