Estimate of the Neural Network Dimension Using Algebraic Topology and Lie Theory.
Luciano MelodiaRichard LenzPublished in: ICPR Workshops (5) (2020)
Keyphrases
- neural network
- algebraic geometry
- artificial neural networks
- arbitrary dimension
- mathematical theory
- bp neural network
- data sets
- formal theory
- general theory
- network architecture
- network model
- recurrent neural networks
- theoretical foundation
- theoretical framework
- neural network model
- back propagation
- pattern recognition
- artificial intelligence
- neural network is trained
- algebraic structure
- social networks
- set theoretic
- bayesian networks
- fuzzy logic
- accurate estimation
- multi dimensional
- confidence intervals
- multi layer
- neural nets
- machine learning
- computational model