FPGA Implementation of Feature Extraction and MLP Neural Network Classifier for Farsi Handwritten Digit Recognition.
Marzieh MoradiMohammad Ali PoorminaFarbod RazzaziPublished in: EMS (2009)
Keyphrases
- handwritten digit recognition
- fpga implementation
- neural network
- multi layer perceptron
- neural classifier
- feature extraction
- mlp neural networks
- multilayer perceptron
- artificial neural networks
- fuzzy artmap
- hardware implementation
- feature space
- extracted features
- feature extractors
- back propagation
- feature set
- feature selection
- feature extraction and classification
- pattern recognition
- neural network model
- learning vector quantization
- radial basis
- probabilistic neural network
- feature extractor
- backpropagation neural network
- knn classifier
- binary images
- field programmable gate array
- pattern classification
- activation function
- training data
- training process
- radial basis function
- feature vectors
- support vector
- image processing
- support vector machine
- hidden neurons
- face recognition
- real time
- feed forward
- classification accuracy
- computer vision
- learning algorithm