Explaining ANN-modeled fMRI Data with Path-Weights and Layer-Wise Relevance Propagation.
José Diogo Marques dos SantosJosé Paulo Marques dos SantosPublished in: xAI (Late-breaking Work, Demos, Doctoral Consortium) (2023)
Keyphrases
- artificial neural networks
- output layer
- relative importance
- hidden layer
- using artificial neural networks
- feed forward artificial neural networks
- linear combination
- synaptic weights
- hidden nodes
- multilayer perceptron
- back propagation
- feed forward
- neural network
- weighted sum
- hidden neurons
- multi layer
- information retrieval
- wave propagation
- shortest path
- pairwise
- application layer
- genetic algorithm
- recurrent neural networks
- weighted average
- weighting scheme
- ann models
- upper layer
- neural nets
- middle layer
- feedforward artificial neural networks
- total weight
- inverse document frequency
- minimum cost
- endpoints
- similarity measure