Exploring the Geometry and Topology of Neural Network Loss Landscapes.
Stefan HoroiJessie HuangBastian RieckGuillaume LajoieGuy WolfSmita KrishnaswamyPublished in: IDA (2022)
Keyphrases
- neural network
- artificial neural networks
- back propagation
- topological information
- orthogonal basis
- pattern recognition
- feed forward
- topology preserving
- configuration space
- topology preservation
- three dimensional
- genetic algorithm
- neural network model
- neural nets
- self organizing maps
- auto associative
- training algorithm
- image reconstruction from projections
- neural network is trained
- backpropagation neural network
- competitive learning
- multi layer perceptron
- fuzzy neural network
- network model
- bp neural network
- associative memory
- multilayer perceptron
- geometric constraints
- radial basis function
- fuzzy logic