Neural Network Solution of an Inverse Problem in Raman Spectroscopy of Multi-Component Solutions of Inorganic Salts: Group Determination as a Method to Increase Noise Resilience of the Solution.
Igor IsaevEkaterina VervaldOlga SarmanovaSergey DolenkoPublished in: BICA (2017)
Keyphrases
- multi component
- neural network
- global solution
- optimal solution
- optimization method
- input data
- initial solution
- significant improvement
- worst case scenario
- detection method
- solution quality
- closed form
- noisy data
- mathematical model
- missing data
- segmentation method
- bp neural network
- numerical methods
- exact solution
- feed forward neural networks
- filtering method
- back propagation
- cost function
- artificial neural networks
- image noise
- boundary value problem
- optimization criteria
- backpropagation neural network
- similarity measure