Some new results on the capabilities of integer weights neural networks in classification problems.
Sorin DraghiciPublished in: IJCNN (1999)
Keyphrases
- neural network
- pattern recognition
- linear combination
- artificial neural networks
- connection weights
- weighted sum
- fuzzy systems
- back propagation
- weight update
- genetic algorithm
- hidden neurons
- decision trees
- fuzzy logic
- training algorithm
- weighting scheme
- machine learning
- processing capabilities
- multilayer perceptron
- hidden units
- feedforward neural networks
- global exponential stability
- integer arithmetic
- linearly combined
- learning rules
- relative importance
- network architecture
- hidden layer
- multi layer
- associative memory
- fault diagnosis
- relational databases
- case study
- clustering algorithm
- artificial intelligence
- information retrieval