CANNON: Communication-Aware Sparse Neural Network Optimization.
A. Alper GoksoyGuihong LiSumit K. MandalÜmit Y. OgrasRadu MarculescuPublished in: IEEE Trans. Emerg. Top. Comput. (2023)
Keyphrases
- neural network
- optimization problems
- artificial neural networks
- image reconstruction from projections
- global optimization
- optimization algorithm
- high dimensional
- optimization process
- multi layer
- communication cost
- highly non linear
- fuzzy artmap
- communication protocol
- communication overhead
- optimization model
- communication systems
- sparse pca
- neural network model
- computer networks
- multi agent systems
- optimization method
- information sharing
- back propagation
- prediction model
- sparse representation
- fault diagnosis
- fuzzy neural network
- genetic algorithm
- least squares
- self organizing maps
- multi layer perceptron
- information exchange
- network model
- combinatorial optimization
- associative memory