An FPGA Realization of a Deep Convolutional Neural Network Using a Threshold Neuron Pruning.
Tomoya FujiiSimpei SatoHiroki NakaharaMasato MotomuraPublished in: ARC (2017)
Keyphrases
- convolutional neural network
- neural network
- face detection
- stochastic resonance
- pruning method
- search space
- hardware implementation
- low cost
- real time
- field programmable gate array
- high speed
- real time image processing
- software implementation
- artificial neural networks
- digital signal
- neuron model
- effective pruning
- pruning algorithm
- input pattern
- single chip
- pruning methods
- hardware design
- single neuron
- embedded systems
- detection method
- hardware architectures
- tree pruning
- detection algorithm
- signal processing