A Threshold Neuron Pruning for a Binarized Deep Neural Network on an FPGA.
Tomoya FujiiShimpei SatoHiroki NakaharaPublished in: IEICE Trans. Inf. Syst. (2018)
Keyphrases
- neural network
- neuron model
- activation function
- neural model
- back propagation
- sigmoid function
- pattern recognition
- search space
- artificial neural networks
- fuzzy logic
- low cost
- high speed
- genetic algorithm
- neural network model
- neural models
- hidden layer
- pruning method
- input image
- real time
- binarization method
- stochastic resonance
- real time image processing
- rbf network
- bp neural network
- multilayer perceptron
- feed forward neural networks
- input pattern
- document images
- feedforward neural networks
- learning rules
- single chip
- pruning algorithm
- software implementation
- neural nets
- recurrent neural networks
- power consumption