FPGA Implementation of Feature Extraction and Neural Network Classifier for Handwritten Digit Recognition.
Dongsheng ShenLianwen JinXiaobin MaPublished in: ISNN (1) (2004)
Keyphrases
- handwritten digit recognition
- fpga implementation
- neural network
- feature extraction
- feature extractors
- fuzzy artmap
- extracted features
- neural classifier
- learning vector quantization
- feature set
- hardware implementation
- feature extraction and classification
- feature extractor
- backpropagation neural network
- feature space
- feature selection
- probabilistic neural network
- pattern recognition
- multi layer perceptron
- back propagation
- pattern classification
- feature vectors
- learning algorithm
- training process
- training data
- neural network model
- face recognition
- nearest neighbour
- field programmable gate array
- binary decision tree
- image processing algorithms
- bp neural network
- support vector machine
- artificial neural networks
- training set
- image processing
- support vector machine svm
- fisher linear discriminant
- efficient implementation
- signal processing
- distributed systems
- image analysis