Index
A
- abstraction
- activation function
- ADALINE (traffic forecast)
- adaptive neural networks
- adaptive resonance theory (ART)
- AND logic / Perceptron (warning system)
- ANN
- applied unsupervised learning
- artificial intelligence
- artificial neural networks (ANNs)
- artificial neuron
B
C
D
- data, types
- data correlation / Data correlation
- data filtering / Data filtering
- data preprocessing, weather forecasting application
- data selection, weather forecasting application
- Davies-Bouldin index
- defined classes
- delta rule
- digit recognition
- digit representation approach
- dimensionality reduction / Dimensionality reduction
- disease diagnosis, with neural networks
- Dunn index
E
F
- feedback networks
- feedforward networks
H
- hands-on MLP implementation
I
- implementation, in Java
- inheritance
- input selection
J
- Java implementation, weather forecasting application
- JFreeChart
K
- Kohonen algorithm
- Kohonen class
- Kohonen implementation
- Kohonen neural network
- Kohonen self-organizing maps (SOMs)
L
- layers, of neurons
- learning
- learning, stages
- learning ability, in neural networks
- learning algorithms, examples
- learning paradigms
- learning process, in MLPs
- learning process, neural networks / From ignorance to knowledge – learning process
- LevenbergMarquardt algorithm
- logistic regression
M
- MLP applications
- monolayer networks
- multilayer networks
- multilayer perceptrons (MLPs)
- multiple classes
N
- NetBeans
- neural network, of radial basis functions
- neural network architectures
- neural network architectures, applications
- neural network implementations
- neural networks
- neural networks (NN)
- neural networks, for prediction problems
- neural networks, in pattern recognition
- neural networks, of empirical design
- neural networks unsupervised learning
- NN
- normalization
- numerical data
O
- objects-oriented programming (OOP)
- OCR problem
- online retraining
- optical characters, recognizing
P
- pattern recognition
- pattern recognition tasks
- patterns
- Pearson coefficient / Data correlation
- perceptron
- perceptron (warning system)
- polymorphism
- practical application
- Principal Component Analysis (PCA) / Dimensionality reduction
- Proben1
- pseudo algorithm
R
S
- single value decomposition (SVD)
- stochastic online learning
- structure selection
- supervised learning
- systematic structuring
U
W
- weather forecasting application
- weights
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